A tensor-based approach for training flexible neural networks (English)
- New search for: Zniyed, Yassine
- New search for: Usevich, Konstantin
- New search for: Miron, Sebastian
- New search for: Brie, David
- New search for: Zniyed, Yassine
- New search for: Usevich, Konstantin
- New search for: Miron, Sebastian
- New search for: Brie, David
In:
2021 55th Asilomar Conference on Signals, Systems, and Computers
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1673-1677
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2021
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ISSN:
- Conference paper / Electronic Resource
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Title:A tensor-based approach for training flexible neural networks
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Contributors:Zniyed, Yassine ( author ) / Usevich, Konstantin ( author ) / Miron, Sebastian ( author ) / Brie, David ( author )
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Published in:
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Publisher:
- New search for: IEEE
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Publication date:2021-10-31
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Size:1813584 byte
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ISBN:
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ISSN:
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DOI:
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Type of media:Conference paper
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Type of material:Electronic Resource
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Language:English
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Source:
Table of contents conference proceedings
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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A Non-cooperative Game-based Approach to Distributed Beam Scheduling in Millimeter-Wave NetworksZhang, Xiang / Sarkar, Shamik / Kasera, Sneha Kumar / Bhuyan, Arupjyoti / Ji, Mingyue et al. | 2021
- 1
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Multiplier with Reduced Activities and Minimized Interconnect for Inner Product ArraysUsman, Muhammad / Lee, Jeong-A / Ercegovac, Milos D. et al. | 2021
- 1
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Sub-Chain Beam for mmWave Devices: A Trade-off between Power Saving and Beam CorrespondenceMo, Jianhua / Park, Daehee / Loong Ng, Boon / Va, Vutha / Ali, Anum / Seo, Chonghwa / Charlie Zhang, Jianzhong et al. | 2021
- 8
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A Highly Reliable Ultralow-Latency Wireless Solution for Industrial Control Loops: Design and EvaluationKail, Georg / Muhr, Hannes / Gila, Janos / Schiefer, Martin / Hladik, Reinhard / Hofer, Markus / Zelenbaba, Stefan / Zemen, Thomas et al. | 2021
- 13
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Enhanced Dynamic Scheduling for Uplink Latency Reduction in Broadband VoLTE SystemsGizik, Ahmet / Sensoy, Ozgun Alkin / Masazade, Engin et al. | 2021
- 18
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Interference Reduction in Virtual Cell OptimizationYemini, Michal / Erkip, Elza / Goldsmith, Andrea J. et al. | 2021
- 26
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Coded Caching Gains at Low SNR Over Nakagami Fading ChannelsZhao, Hui / Bazco-Nogueras, Antonio / Elia, Petros et al. | 2021
- 33
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Data-Driven Optimized Slice Activation in Multi-Tenant 5G NetworksReyhanian, Navid / Luo, Zhi-Quan et al. | 2021
- 38
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POVM Design for Quantum State DiscriminationDing, Qi / Medlock, Catherine / Oppenheim, Alan et al. | 2021
- 43
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Baud rate pattern-adaptable dual loop clock recovery for high speed serial linksMalhotra, Gaurav / Kamali, Jalil / Amirkhany, Amir et al. | 2021
- 49
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Conjugate Cyclic Feature Detection in the Presence of LEO-Satellite Doppler EffectsHofmann, Jonas / Spooner, Chad M. / Knopp, Andreas et al. | 2021
- 55
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Improving Resource Allocation for beyond 5G V2X Sidelink ConnectivityCampolo, Claudia / Todisco, Vittorio / Molinaro, Antonella / Berthet, Antoine / Bartoletti, Stefania / Bazzi, Alessandro et al. | 2021
- 61
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Sensitivity Analysis of Beamforming Techniques for Periodic Broadcast V2V CommunicationLehocine, Chouaib Bencheikh / Brannstrom, Fredrik / Strom, Erik G. et al. | 2021
- 67
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Implementation of spatially consistent channel models for real-time full stack C-ITS V2X simulationsFedorov, Aleksei / Lyamin, Nikita / Tufvesson, Fredrik et al. | 2021
- 72
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Communications Requirements for Cooperative Automated Driving: Why we don’t need URLLCGonzalez, Arturo / Villamil, Andres / Fettweis, Gerhard et al. | 2021
- 80
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mmWave Massive MIMO in Real Propagation Environment: Performance Evaluation Using LuMaMi28GHzGunnarsson, Sara / Chung, MinKeun / Johansson, Andreas / Liu, Liang / Tufvesson, Fredrik / Edfors, Ove / Zander, Olof / Ying, Zhinong / Samanta, Kamal / Clifton, Chris et al. | 2021
- 85
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3D Rainbow Beam Design for Fast Beam Training with True-Time-Delay Arrays in Wideband Millimeter-Wave SystemsWadaskar, Aditya / Boljanovic, Veljko / Yan, Han / Cabric, Danijela et al. | 2021
- 93
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Hybrid Jammer Mitigation for All-Digital mmWave Massive MU-MIMOMarti, Gian / Castaneda, Oscar / Jacobsson, Sven / Durisi, Giuseppe / Goldstein, Tom / Studer, Christoph et al. | 2021
- 100
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Multi-IRS Aided Multiuser Communication: Hybrid Deployment and OptimizationZheng, Beixiong / You, Changsheng / Zhang, Rui et al. | 2021
- 105
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A Primer on Near-Field Beamforming for Arrays and Reconfigurable Intelligent SurfacesBjornson, Emil / Demir, Ozlem Tugfe / Sanguinetti, Luca et al. | 2021
- 113
-
Resource Allocation for Active IRS-Assisted Multiuser Communication SystemsXu, Dongfang / Yu, Xianghao / Kwan Ng, Derrick Wing / Schober, Robert et al. | 2021
- 120
-
Over-The-Air Calibration of Phase Shifter Network for Hybrid MIMO SystemsZhang, Wei / Jiang, Yi et al. | 2021
- 125
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Coverage Analysis of Cognitive mmWave Networks with Directional SensingTripathi, Shuchi / Gupta, Abhishek K. / Amuru, SaiDhiraj et al. | 2021
- 130
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Sparse Learning of Kernel Transfer OperatorsHou, Boya / Bose, Subhonmesh / Vaidya, Umesh et al. | 2021
- 135
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Multi-Stage Gaussian Noise Reduction with Recurrent Neural NetworksRanganath, Aditya / DeGuchy, Omar / Singhal, Mukesh / Marcia, Roummel F. et al. | 2021
- 140
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Dynamic Feature Selection for Classification in Structured EnvironmentsEkanayake, Sachini Piyoni / Warahena Liyanage, Yasitha / Zois, Daphney-Stavroula et al. | 2021
- 145
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Sparse Reduced-Rank Regression With Adaptive Selection of Groups of PredictorsWei, Quan / Zhang, Yujia / Zhao, Ziping et al. | 2021
- 150
-
Decentralized Black-Box Variational Inference for Bayesian Learning on Sensor NetworksCadena, Jose / Ray, Priyadip / Goldhahn, Ryan et al. | 2021
- 156
-
Feature Learning for Neural-Network-Based Positioning with Channel State InformationGonultas, Emre / Taner, Sueda / Huang, Howard / Studer, Christoph et al. | 2021
- 162
-
New Results on Graphical Modeling of High-Dimensional Dependent Time SeriesTugnait, Jitendra K. et al. | 2021
- 167
-
Kernel-Based Lifelong Multitask Multiview LearningMowakeaa, Rami / Kim, Seung-Jun / Emge, Darren K. et al. | 2021
- 172
-
Unifying Random-Asynchronous Algorithms for Numerical Methods, Using Switching Systems TheoryTeke, Oguzhan / Vaidyanathan, P. P. et al. | 2021
- 177
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Model selection and explainability in neural networks using a polytope interpolation frameworkShekkizhar, Sarath / Ortega, Antonio et al. | 2021
- 182
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Online Graph-Guided Inference Using Ensemble Gaussian Processes of Egonet FeaturesPolyzos, Konstantinos D. / Lu, Qin / Giannakis, Georgios B. et al. | 2021
- 187
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Node Embedding based on the Free Energy DistanceZhu, Yu / Swami, Ananthram / Segarra, Santiago et al. | 2021
- 192
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Unit Circle Roots Constrained MVDR BeamformerShaw, Arnab / Smith, Jared / Hassanien, Aboulnasr et al. | 2021
- 199
-
Adaptive Beamforming with a Partially Calibrated Distributed ArrayGanti, Anil / Krolik, Jeffrey et al. | 2021
- 204
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Collaborative Beamforming for Agents with Localization ErrorsNoorani, Erfaun / Savas, Yagiz / Koppel, Alec / Baras, John / Topcu, Ufuk / Sadler, Brian M. et al. | 2021
- 209
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Application of Complex Split-Activation Feedforward Networks to BeamformingAppadwedula, Swaroop et al. | 2021
- 216
-
The Extended Manifold for Antenna Array CalibrationFriedlander, B. et al. | 2021
- 221
-
The Mythical Uniform Linear Antenna ArrayFriedlander, B. et al. | 2021
- 226
-
Scaling Massive MIMO Radar via Compressive Signal ProcessingRasekh, Maryam Eslami / Madhow, Upamanyu et al. | 2021
- 231
-
Direction-of-Arrival Estimation Exploiting Distributed Sparse ArraysChowdhury, Md. Waqeeb T. S. / Zhang, Yimin D. et al. | 2021
- 236
-
Collaborative Direction-of-Arrival Estimation Exploiting One-Bit Cross-CorrelationsZhang, Yimin D. / Prater-Bennette, Ashley et al. | 2021
- 241
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Machine Learning-Based Direction-of-Arrival Estimation Exploiting Distributed Sparse ArraysPavel, Saidur R. / Chowdhury, Md. Waqeeb T. S. / Zhang, Yimin D. / Shen, Dan / Chen, Genshe et al. | 2021
- 246
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Feature Engineering for DOA Estimation using a Convolutional Neural Network, for Sparse ArraysKulkarni, Pranav / Vaidyanathan, P. P. et al. | 2021
- 251
-
Color classification of visually evoked potentials by means of Hermite functionsDozsa, Tamas / Bock, Carl / Bognar, Gergo / Meier, Jens / Kovacs, Peter et al. | 2021
- 256
-
Real-time analysis of neuronal firing patterns via Hawkes processesGerencser, Laszlo / Perczel, Gyorgy et al. | 2021
- 261
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Eigenvector-based spatial ECG filtering improves QT delineation in stress test recordingsPerez, Cristina / Martin-Yebra, Alba / Viik, Jari / Martinez, Juan Pablo / Pueyo, Esther / Laguna, Pablo et al. | 2021
- 265
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A novel dynamic Principal Component Analysis method, applied to ECG signalsBaranyi, Mate / Bolla, Marianna / Kocsisne, Gyongyi Szilagyi et al. | 2021
- 270
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Lévy Firefly Algorithms Applied to Improve Sequential Adaptive Processing for Fetal Electrocardiograms (FECGs)Jenkins, W. K. / Hussain, M. et al. | 2021
- 274
-
Graph-Based Interpolation of Local Activation Time on the Cardiac SurfaceHellar, Jennifer / Cosentino, Romain / John, Mathews M / Post, Allison / Buchan, Skylar / Razavi, Mehdi / Aazhang, Behnaam et al. | 2021
- 279
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Tracking the dynamics of perisaccadic visual signals with magnetoencephalographyNasiotis, Konstantinos / Neupane, Sujaya / Bakhtiari, Shahab / Baillet, Sylvain / Pack, Christopher C. et al. | 2021
- 287
-
A mechanistically interpretable model of the retinal neural code for natural scenes with multiscale adaptive dynamicsDing, Xuehao / Lee, Dongsoo / Grant, Satchel / Stein, Heike / McIntosh, Lane / Maheswaranathan, Niru / Baccus, Stephen et al. | 2021
- 292
-
RF Fingerprinting with Dilated Causal Convolutions–An Inherently Explainable ArchitectureKuzdeba, Scott / Carmack, Joseph / Robinson, Josh et al. | 2021
- 300
-
It’s a Bird, It’s a Plane, It’s "That" UAV: RF Fingerprinting During FlightGu, Jerry / Soltani, Nasim / Naderi, M. Yousof / Chowdhury, Kaushik R. et al. | 2021
- 305
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Jamming Pattern Recognition over Multi-Channel Networks: A Deep Learning ApproachPourranjbar, Ali / Kaddoum, Georges / Saad, Walid et al. | 2021
- 309
-
Radio Frequency Fingerprint Identification for Security in Low-Cost IoT DevicesShen, Guanxiong / Zhang, Junqing / Marshall, Alan / Valkama, Mikko / Cavallaro, Joseph et al. | 2021
- 314
-
Utilizing Energy-Quality Trade-Off for Low-Cost ML-Based Compressive Sensing ReconstructionKim, Hyunsung / Lee, Youngjoo et al. | 2021
- 318
-
Minimizing Power Consumption in Networks of Environmental Sensor Arrays using TDD LoRa and Delta EncodingWielandt, Stijn / Dafflon, Baptiste et al. | 2021
- 324
-
Energy-Efficient Application-Specific Instruction-Set Processor for Feature Extraction in Smart Vision SystemsFerreira, Lucas / Malkowsky, Steffen / Persson, Patrik / Karlsson, Sven / Astrom, Karl / Liu, Liang et al. | 2021
- 329
-
A Multi-band Solution for Interacting with Energy-Neutral DevicesBuyle, Chesney / Cox, Bert / der Perre, Liesbet Van / De Strycker, Lieven et al. | 2021
- 334
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Context-Aware Effective CommunicationsTung, Tze-Yang / Kobus, Szymon / Gunduz, Deniz et al. | 2021
- 340
-
Distributed Proximal Policy Optimization for Contention-Based Spectrum AccessDoshi, Akash / Andrews, Jeffrey G. et al. | 2021
- 345
-
Deep Learning for Partial MIMO CSI Feedback by Exploiting Channel Temporal CorrelationLin, Yu-Chien / Lee, Ta-Sung / Ding, Zhi et al. | 2021
- 351
-
MetaBayes: A Meta-Learning Framework from a Bayesian PerspectiveAlShammari, Tamara / Elgabli, Anis / Bennis, Mehdi et al. | 2021
- 356
-
Novel Training Methodology to Enhance Deep Learning Based Modulation ClassificationSathyanarayanan, Venkatesh / Jolly, Ankush / Gerstoft, Peter et al. | 2021
- 361
-
Adversarial Filters for Secure Modulation ClassificationBerian, Alex / Staab, Kory / Ditzler, Gregory / Bose, Tamal / Tandon, Ravi et al. | 2021
- 368
-
Rich Feature Deep Learning Classifier for Multiple Simultaneous Radio SignalsUppal, Ahsen J. / Klein, Jeffrey / Cribbs, H. Brown / Huang, H. Howie et al. | 2021
- 372
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SNR-Boosted Automatic Modulation ClassificationHarper, Clayton A. / Sinha, Avi / Thornton, Mitchell A. / Larson, Eric C. et al. | 2021
- 376
-
Virtual DPD Neural Network Predistortion for OFDM-based MU-Massive MIMOTarver, Chance / Balalsoukas-Slimining, Alexios / Studer, Christoph / Cavallaro, Joseph R. et al. | 2021
- 381
-
Neural Network Based Data Estimation for Unique Word OFDMBaumgartner, Stefan / Bognar, Gergo / Lang, Oliver / Huemer, Mario et al. | 2021
- 389
-
Neural Network Optimal UW-OFDMBognar, Gergo / Baumgartner, Stefan / Lang, Oliver / Huemer, Mario et al. | 2021
- 395
-
Deep Learning Based OFDM Physical-Layer Receiver for Extreme MobilityPihlajasalo, Jaakko / Korpi, Dani / Honkala, Mikko / Huttunen, Janne M. J. / Riihonen, Taneli / Talvitie, Jukka / Uusitalo, Mikko A. / Valkama, Mikko et al. | 2021
- 400
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Distributed Beamforming Techniques for Flexible Communications NetworksHoltom, Jacob / Ma, Owen / Herschfelt, Andrew / Landon, David G. / Bliss, Daniel W. et al. | 2021
- 405
-
Spatial Oversampling for Quantized LoS MIMOSezer, Ahmet Dundar / Madhow, Upamanyu / Rodwell, Mark J. W. et al. | 2021
- 410
-
Performance Evaluation of Detection-based UWB Ranging in Presence of InterferenceHechenberger, Stefan / Tertinek, Stefan / Arthaber, Holger et al. | 2021
- 415
-
Electromagnetic Modeling of Holographic Intelligent Reflecting Surfaces at Terahertz BandsDovelos, Konstantinos / Assimonis, Stylianos D. / Quoc Ngo, Hien / Bellalta, Boris / Matthaiou, Michail et al. | 2021
- 421
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Beamspace Modeling of Multi-mode Communications with Large Intelligent SurfacesDecarli, Nicolo / Dardari, Davide et al. | 2021
- 427
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MIMO Communication with Polarization Reconfigurable AntennasCastellanos, Miguel R. / Heath, Robert W. et al. | 2021
- 432
-
Low-Resolution Massive MIMO Under Hardware Power Consumption ConstraintsAtzeni, Italo / Tolli, Antti / Durisi, Giuseppe et al. | 2021
- 437
-
ℓp−ℓq-Norm Minimization for Joint Precoding and Peak-to-Average-Power Ratio ReductionTaner, Sueda / Studer, Christoph et al. | 2021
- 443
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Side Information Effect on Semi-Blind Channel Identification for MIMO-OFDM Communications SystemsRekik, Ouahbi / Mokraoui, Anissa / Thuy Quynh, Tran Thi / Le, Trung-Thanh / Abed-Meraim, Karim et al. | 2021
- 449
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Improving Depression Assessment With Multi-Task Learning From Speech and Text InformationLau, Clinton / Chan, Wai-Yip / Zhu, Xiaodan et al. | 2021
- 454
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Graph Classification: Tradeoffs between Deep Neural Network Architecture and Graph TopologyCheung, Mark / Moura, Jose M.F. et al. | 2021
- 459
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Communication-Free Two-Stage Multi-Agent DDPG under Partial States and ObservationsCho, Joohyun / Liu, Mingxi / Zhou, Yi / Chen, Rong-Rong et al. | 2021
- 464
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Best Arm Identification under Additive Transfer BanditsNeopane, Ojash / Ramdas, Aaditya / Singh, Aarti et al. | 2021
- 471
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Contextual Shortest Path with Unknown Context DistributionsWang, Xinghan / Fields, Gregory / Javidi, Tara et al. | 2021
- 477
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A Minimax Lower Bound for Low-Rank Matrix-Variate Logistic RegressionTaki, Batoul / Ghassemi, Mohsen / Sarwate, Anand D. / Bajwa, Waheed U. et al. | 2021
- 485
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Information Theoretic Approach to L-EstimatorsDytso, Alex / Cardone, Martina / Rush, Cynthia et al. | 2021
- 490
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EE-Grad: Exploration and Exploitation for Cost-Efficient Mini-Batch SGDDonmez, Mehmet A. / Ludwig, Jeff / Raginsky, Maxim / Singer, Andrew C. et al. | 2021
- 498
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Provable Data Clustering via Innovation SearchLi, Weiwei / Rahmani, Mostafa / Li, Ping et al. | 2021
- 504
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Multi-Agent Off-Policy TDC with Near-Optimal Sample and Communication ComplexityChen, Ziyi / Zhou, Yi / Chen, Rongrong et al. | 2021
- 509
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Data-informed CRLB Derivations for Indoor Emitter LocalizationLaird, Brent / Tran, Trac et al. | 2021
- 517
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Bayesian CRLB for Blind Indoor Localization with Imperfect Receiver SynchronizationNeunteufel, Daniel / Grebien, Stefan / Arthaber, Holger et al. | 2021
- 523
-
Maximal Range Extension in LFM-CW Radars using Multi-Rate SamplingLongman, Oren / Bilik, Igal et al. | 2021
- 528
-
Source localization on limited bandwidth signals using autocorrelation-based fingerprintingIpson, Joseph L. / Moon, Todd K. et al. | 2021
- 534
-
Quasi-norm Kernel-based Emitter LocalizationLaird, Brent / Tran, Trac et al. | 2021
- 539
-
Distributed Root-MUSIC Using Finite-Time Average ConsensusChen, Po-Chih / Vaidyanathan, P. P. et al. | 2021
- 544
-
Harmonic Retrieval from Coarsely Quantized MeasurementsZhang, Guoyang / Cheng, Yuanbo / Liu, Fangqing / Shang, Xiaolei et al. | 2021
- 549
-
Low Latency Time Domain Multichannel Speech and Music Source SeparationSchuller, Gerald et al. | 2021
- 554
-
KAMICA, a new deflation ICA algorithm based on Kurtosis alternating maximizationKarfoul, Ahmad / Saleh, Majd et al. | 2021
- 558
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Synchrosqueezing Transform Matched to Nonlinear Group Delay for Mode Estimation of Ultrasonic Guided WavesIkram, Javaid / Chattopadhyay, Aditi / Papandreou-Suppappola, Antonia et al. | 2021
- 563
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Novel structural variant genome detection in extended pedigrees through negative binomial optimizationLazar, Andrew / Banuelos, Mario / Sindi, Suzanne / Marcia, Roummel F. et al. | 2021
- 568
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Sequential Bayesian Inference Using Stochastic Models of Gene Regulatory NetworksVelez-Cruz, Nayely / Moraffah, Bahman / Papandreou-Suppappola, Antonia et al. | 2021
- 573
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metaID: A Metamer Identification Algorithm for Improving BCI-based Color Vision AssessmentHabibzadeh, Hadi / Zois, Daphney-Stavroula / Norton, James J. S. et al. | 2021
- 578
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Biological Gender Classification from fMRI via Hyperdimensional ComputingBillmeyer, Ryan / Parhi, Keshab K. et al. | 2021
- 583
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Ensembles of Convolutional Neural Network Pipelines for Diagnosis of Alzheimer’s DiseaseMirzaei, Golrokh et al. | 2021
- 590
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A Graph-Based Dynamical Characterization and Inference in Hybrid BCIsIsmail Hosni, Sarah M. / Borgheai, Seyyed Bahram / McLinden, John / Zhu, Shaotong / Ostadabbas, Sarah / Shahriari, Yalda et al. | 2021
- 595
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Dynamic Decoding of Intention via EEGHaddad, Ali / Najafizadeh, Laleh et al. | 2021
- 600
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Depth induces scale-averaging in overparameterized linear Bayesian neural networksZavatone-Veth, Jacob A. / Pehlevan, Cengiz et al. | 2021
- 608
-
Energy-Efficient Array Transmitters Through Outphasing and Over-the-Air CombiningLampu, Vesa / Xu, Guixian / Anttila, Lauri / Brihuega, Alberto / Kosunen, Marko / Unnikrishnan, Vishnu / Ryynanen, Jussi / Valkama, Mikko et al. | 2021
- 616
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Robust PAPR Reduction in Large-Scale MIMO-OFDM using Three-Operator ADMM-type TechniquesKant, Shashi / Bengtsson, Mats / Goransson, Bo / Fodor, Gabor / Fischione, Carlo et al. | 2021
- 623
-
Technological Advances to Facilitate Spectral ConvergenceChiriyath, Alex R. / Herschfelt, Andrew / Srinivas, Sharanya / Bliss, Daniel W. et al. | 2021
- 629
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Secure Dual-functional Radar-Communication Transmission: Hardware-Efficient DesignSu, Nanchi / Liu, Fan / Masouros, Christos / Ratnarajah, Tharmalingam / Petropulu, Athina et al. | 2021
- 634
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A Hardware Prototype for Joint Radar-Communication System Using Spatial ModulationMa, Dingyou / Shlezinger, Nir / Huang, Tianyao / Shavit, Yariv / Namer, Moshe / Liu, Yimin / Eldar, Yonina C. et al. | 2021
- 640
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Monostatic FMCW Radar Architecture for Multifunction Full-Duplex RadiosMarin, Jaakko / Bernhardt, Micael / Heino, Mikko / Riihonen, Taneli et al. | 2021
- 645
-
Understanding Energy Efficiency and Interference Tolerance in Millimeter Wave ReceiversSkrimponis, Panagiotis / Kang, Seongjoon / Khalili, Abbas / Lee, Wonho / Hosseinzadeh, Navid / Mezzavilla, Marco / Erkip, Elza / Rodwell, Mark J. W. / Buckwalter, James F. / Rangan, Sundeep et al. | 2021
- 658
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Directional characteristics of THz outdoor channels - measurement and system performance implicationsGomez-Ponce, Jorge / Abbasi, Naveed A. / Cheng, Zihang / Molisch, Andreas F. et al. | 2021
- 664
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Evaluation of Detection Accuracy and Efficiency of Considered Beam Alignment Strategies for mmWave Massive MIMO SystemsKhalili Marandi, Mostafa / Jans, Christoph / Rave, Wolfgang / Fettweis, Gerhard et al. | 2021
- 672
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A New Security Scheme for Cloud Storage Systems and Its Performance Evaluation using Avalanche EffectSadjadpour, Hamid R. / Ashok, Shivaswarup Manjakuppam et al. | 2021
- 677
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Wireless Fingerprinting via Deep Learning: The Impact of Confounding FactorsCekic, Metehan / Gopalakrishnan, Soorya / Madhow, Upamanyu et al. | 2021
- 685
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RIS Enabled Secure Communication with Covert ConstraintAltun, Ufuk / Basar, Ertugrul et al. | 2021
- 690
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Multiple Noisy Private Remote Source Observations for Secure Function ComputationGunlu, Onur / Bloch, Matthieu / Schaefer, Rafael F. et al. | 2021
- 698
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Channel Estimation for RIS-Aided Millimeter-Wave Massive MIMO Systems : (Invited Paper)Zhou, Gui / Pan, Cunhua / Ren, Hong / Wang, Kezhi et al. | 2021
- 704
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Physical Channel Modeling for RIS-Empowered Wireless Networks in Sub-6 GHz Bands : (Invited Paper)Kilinc, Fatih / Yildirim, Ibrahim / Basar, Ertugrul et al. | 2021
- 709
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Joint Beamforming Optimization for Simultaneously Transmitting And Reflecting (STAR) RIS Aided Communications : (Invited Paper)Mu, Xidong / Liu, Yuanwei / Xu, Jiaqi / Guo, Li / Lin, Jiaru et al. | 2021
- 715
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Jointly Learned Symbol Detection and Signal Reflection in RIS-Aided Multi-user MIMO SystemsWang, Liuhang / Shlezinger, Nir / Alexandropoulos, George C. / Zhang, Haiyang / Wang, Baoyun / Eldar, Yonina C. et al. | 2021
- 722
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Distributed DNN Power Allocation in Cell-Free Massive MIMOZaher, Mahmoud / Tugfe Demir, Ozlem / Bjornson, Emil / Petrova, Marina et al. | 2021
- 727
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Online Distributed Learning Strategies for Collaborative Extended Reality ApplicationsZeulin, Nikita / Galinina, Olga / Andreev, Sergey / Heath, Robert W. et al. | 2021
- 732
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Energy-Efficient Power Allocation in Wireless Networks using Graph Neural NetworksLi, Boning / Verma, Gunjan / Rao, Chirag / Segarra, Santiago et al. | 2021
- 737
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Learning to Transmit Fresh Information in Energy Harvesting Networks Using Supervised LearningLeng, Shiyang / Yener, Aylin et al. | 2021
- 742
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Double Deep Q Learning with Gradient Biasing for Mobile Relay Beamforming NetworksEvmorfos, Spilios / Diamantaras, Konstantinos / Petropulu, Athina et al. | 2021
- 747
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Learning-based Distributed Detection with Energy HarvestingArdeshiri, Ghazaleh / Vosoughi, Azadeh et al. | 2021
- 752
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Optimal Channel-aware Bayesian Estimation with 1-bit QuantizationPaudel, Santosh / Chen, Hao et al. | 2021
- 757
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Optimal Transmission Threshold and Channel Allocation Strategies for Heterogeneous Sensor DataHakansson, Victor Wattin / Venkategowda, Naveen K. D. / Werner, Stefan et al. | 2021
- 762
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Simultaneous Imaging & Uplink Communication: A Degrees of Freedom PerspectiveMehrotra, Nishant / Sabharwal, Ashutosh et al. | 2021
- 767
-
Distributed Edge Counting for Wireless Sensor NetworksMuniraju, Gowtham / Tepedelenlioglu, Cihan / Spanias, Andreas et al. | 2021
- 772
-
Estimating Link Packet Rates From Partial CSMA/CA Network ObservationsCheng, Yirong / Graves, Eric / Swami, Ananthram / Sabharwal, Ashutosh et al. | 2021
- 780
-
Joint 3D Placement and Interference Management for Drone Small CellsNamvar, Nima / Afghah, Fatemeh et al. | 2021
- 785
-
Maps of Road User Occupancy in Intersections and their Impact on Target Tracking PerformanceEliasch, Christian / Blazek, Thomas / Mecklenbrauker, Christoph F. et al. | 2021
- 790
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Distributed Kalman Filtering with Privacy against Honest-but-Curious AdversariesMoradi, Ashkan / Venkategowda, Naveen K. D. / Pouria Talebi, Sayed / Werner, Stefan et al. | 2021
- 795
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An Untrained One-layer Convolutional Network-based Method for Line Spectral EstimationLi, Shuang / Needell, Deanna / Swartworth, William et al. | 2021
- 800
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Data-driven Parameter Estimation Of Contaminated Damped ExponentialsXie, Youye / Wakin, Michael B. / Tang, Gongguo et al. | 2021
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On the Identification of Symmetric and Antisymmetric Impulse ResponsesBenesty, Jacob / Paleologu, Constantin / Ciochina, Silviu et al. | 2021
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Sparse-View CT Reconstruction using Recurrent Stacked Back ProjectionLi, Wenrui / Buzzard, Gregery T. / Bouman, Charles A. et al. | 2021
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Non-Convex Recovery from Phaseless Low-Resolution Blind Deconvolution Measurements using Noisy Masked PatternsPinilla, Samuel / Mishra, Kumar Vijay / Sadler, Brian M. et al. | 2021
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Fully Reversible Steganography with Authentication in Wavelet Domain for Telemedicine ApplicationsHanif, Adnan / Doroslovacki, Milos et al. | 2021
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Motion-Guided Physics-Based Learning for Cardiac MRI ReconstructionHammernik, Kerstin / Pan, Jiazhen / Rueckert, Daniel / Kustner, Thomas et al. | 2021
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Polyphase Interpolators with Reversed Order of Up-Sampling and Down-SamplingHarris, Fred et al. | 2021
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Low-cost, High-speed Parallel FIR Filters for RFSoC Front-Ends Enabled by CλaSHRamsay, Craig / Crockett, Louise H. / Stewart, Robert W. et al. | 2021
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An Exploration of the Heterogeneous Unsourced MACRini, S. / Amalladinne, V. K. / Chamberland, J.-F. et al. | 2021
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Projected Pseudo-Mirror Descent in Reproducing Kernel Hilbert SpaceChakraborty, Abhishek / Rajawat, Ketan / Koppel, Alec et al. | 2021
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Facial Nerve Paralysis Assessment based on Regularized Correntropy Criterion SSELMvc and Cascade CNNTan, Xiangyong / Yang, Jie / Cao, Jiuwen et al. | 2021
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Virtual Waveform Diversity with Phase-Coded Radar WaveformsZoltowski, Michael / Shuman, Matthew / Rangaswamy, Murali et al. | 2021
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Hybrid Filters for Delay-Doppler Resolution Enhancement in Chirp Radar SystemsChang, Chia-Jung / Bell, Mark R. et al. | 2021
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A New Approach to Moving Target Detection using Unit Circle Roots Constrained Adaptive Matched FilterSmith, Jared / Shaw, Arnab / Hassanien, Aboulnasr et al. | 2021
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Next-Generation Traffic Monitoring with Distributed Acoustic Sensing Arrays and Optimum Array Processingvan den Ende, Martijn / Ferrari, Andre / Sladen, Anthony / Richard, Cedric et al. | 2021
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Person Detection in Collaborative Group Learning Environments Using Multiple RepresentationsShi, Wenjing / Pattichis, Marios S. / Celedon-Pattichis, Sylvia / LopezLeiva, Carlos et al. | 2021
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Object Region and Class Learning for Weakly-Supervised Semantic SegmentationKim, Sangtae / Nguyen, Luong Trung / Shim, Byonghyo et al. | 2021
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AI-Assisted Activity Detection in K-6 Classroom Environments: A Preliminary Framework to Assist in Pedagogical Performance EvaluationKorban, Matthew / Singh, Samarth / Youngs, Peter / Watson, Ginger S. / Acton, Scott T. et al. | 2021
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Vertically Integrated Projects (VIP) Program at Purdue University: A Research Experience for Undergraduate StudentsZoltowski, Carla B. / Delp, Edward J. et al. | 2021
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COVID-19 Detection using Audio Spectral Features and Machine LearningEsposito, Michael / Rao, Sunil / Narayanaswamy, Vivek / Spanias, Andreas et al. | 2021
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Inter-actions parallel execution on GPU from high-level dataflow synthesisBloch, Aurelien / Casale-Brunet, Simone / Mattavelli, Marco et al. | 2021
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Compute RAMs: Adaptable Compute and Storage Blocks for DL-Optimized FPGAsArora, Aman / Hanindhito, Bagus / John, Lizy K. et al. | 2021
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On the Performance of Link Space Communications using NB-LDPC Codes on Embedded Parallel SystemsFerraz, Oscar / Silva, Vitor / Falcao, Gabriel et al. | 2021
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Memory-Efficient SFDR-Optimized Post-Correction of Analog-to-Digital Converters via Frequency-Selective Look-Up TablesKasher, Morriel / Spasojevic, Predrag / Tinston, Michael et al. | 2021
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VLSI Hardware Architecture of Stochastic Low-rank Tensor DecompositionHuang, Lingyi / Deng, Chunhua / Ibrahim, Shahana / Fu, Xiao / Yuan, Bo et al. | 2021
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A Reconfigurable Architecture for Improvement and Optimization of Advanced Encryption Standard HardwareSwann, Ryan / Stine, James E. et al. | 2021
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Improving Robustness In Analog Neural Networks By Introducing Sparse ConnectivityJanke, Devon / Anderson, David V. et al. | 2021
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User Activity Detection and Channel Estimation of Spatially Correlated Channels via AMP in Massive MTCDjelouat, Hamza / Marata, Leatile / Leinonen, Markus / Alves, Hirley / Juntti, Markku et al. | 2021
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Is Vector Quantization Good Enough for Access Point Placement?Gopal, Govind R. / Villardi, Gabriel Porto / Rao, Bhaskar D. et al. | 2021
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Distributed Dimension Reduction for Distributed Massive MIMO C-RAN with Finite Fronthaul CapacityWiffen, Fred / Chin, Woon Hau / Doufexi, Angela et al. | 2021
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Message Passing for a Bayesian Semi-Blind Approach to Cell-Free Massive MIMOGholami, Roya / Cottatellucci, Laura / Slock, Dirk et al. | 2021
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Cramér-Rao Bounds for Near-Field Localizationde Jesus Torres, Andrea / D'Amico, Antonio A. / Sanguinetti, Luca / Win, Moe Z. et al. | 2021
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Massive MIMO Performance Prediction Based on Network Data LearningYang, Zhixiong / Krishnakumar, Poornima / Hosseini, S. Amir / Ng, Chris et al. | 2021
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Deep Anomaly Detection for Network TrafficMcKinney, Eric / Mortensen, Daniel et al. | 2021
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Similarity between Base and Novel Classes: a Predictor of the Performance in Few-Shot Classification of Brain Activation Maps?Bontonou, Myriam / Farrugia, Nicolas / Gripon, Vincent et al. | 2021
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Rational Inattention in Choice Overload: Clustering for Discrete ChoicesSharma, Pankaj / Varshney, Lav R. et al. | 2021
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DeepPursuit: Uniting Classical Wisdom and Deep RL for Sparse RecoveryChen, Ziheng / Zhong, Sichen / Chen, Jianshu / Zhao, Yue et al. | 2021
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The Entropy Economy: A New Paradigm for Carbon Reduction and Energy Efficiency for the Age of AIEvans, Scott / Shah, Tapan / Pandey, Acahlesh et al. | 2021
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Multi-Period Portfolio Optimization for Index Tracking in FinanceHuang, Xiuyuan / Zhang, Zepeng / Zhao, Ziping et al. | 2021
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KR-LISTA: Re-Thinking Unrolling for Covariance-Driven Sparse Inverse ProblemsShahsavari, Sina / Sarangi, Pulak / Pal, Piya et al. | 2021
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Exploring Fundamental Limits of Spatiotemporal Sensing for Non-Linear Inverse problemsHucumenoglu, Mehmet Can / Sarangi, Pulak / Pal, Piya et al. | 2021
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- 1640
-
Resource-Efficient Active Compressive Sensing Using Analog Beamforming and Sparse ArraysRajamaki, Robin / Pal, Piya / Koivunen, Visa et al. | 2021
- 1646
-
Reliable DOA Estimation in Spatially Correlated Noise With Nonuniform ArraysAhmad, Fauzia / Pal, Piya / Zhou, Tongdi et al. | 2021
- 1651
-
Robust Barron-Loss Tucker Tensor DecompositionMozaffari, Mahsa / Markopoulos, Panos P. et al. | 2021
- 1656
-
Robust Low-Rank Tensor Recovery From Quantized and Corrupted MeasurementsWang, Ren / Chen, Tianqi / Xu, Zhe / Gao, Pengzhi et al. | 2021
- 1661
-
Coupled CP Decomposition of EEG and MEG Magnetometer and Gradiometer Measurements via the Coupled SECSI FrameworkManina, Alla / Grasis, Mikus / Khamidullina, Liana / Korobkov, Alexey / Haueisen, Jens / Haardt, Martin et al. | 2021
- 1668
-
Sample Fourth-order Cumulant Tensor Denoising for DOA Estimation with Coprime L-shaped ArrayZheng, Hang / Zhou, Chengwei / Wang, Yong / Zhou, Jinfang / Shi, Zhiguo et al. | 2021
- 1673
-
A tensor-based approach for training flexible neural networksZniyed, Yassine / Usevich, Konstantin / Miron, Sebastian / Brie, David et al. | 2021
- 1678
-
Online Rank-Revealing Block-Term Tensor DecompositionRontogiannis, Athanasios A. / Kofidis, Eleftherios / Giampouras, Paris V. et al. | 2021
- 1683
-
Tensor-Based Channel Estimation and Reflection Design for RIS-Aided Millimeter-Wave MIMO Communication SystemsGherekhloo, Sepideh / Ardah, Khaled / de Almeida, Andre L. F. / Haardt, Martin et al. | 2021
- 1690
-
Attention-based Deep Feature Learning Network for Scene Classification of Hyperspectral ImagesXu, Kejie / Huang, Hong / Deng, Peifang et al. | 2021
- 1694
-
Projected Multi-Agent Consensus Equilibrium for Ptychographic Image ReconstructionZhai, Qiuchen / Wohlberg, Brendt / Buzzard, Gregery T. / Bouman, Charles A. et al. | 2021
- 1699
-
Convolution Padding in Recurrent Neural Networks for Image Denoising with Limited DataHo, Alex / Alvarez, Jacqueline / Marcia, Roummel F. et al. | 2021
- 1704
-
A Low-Cost and Portable Single-Pixel CameraLindbeck, Erica / Conenna, Joseph / Rahnavard, Nazanin et al. | 2021
- 1710
-
SAR-to-EO Image Translation with Multi-Conditional Adversarial NetworksCabrera, Armando / Cha, Miriam / Sharma, Prafull / Newey, Michael et al. | 2021
- 1715
-
Hyperspectral Image Target Detection Using Deep Ensembles for Robust Uncertainty QuantificationSahay, Rajeev / Ries, Daniel / Zollweg, Joshua D. / Brinton, Christopher G. et al. | 2021
- A-1
-
Author Index| 2021
- c1
-
IEEECONF 2021 Cover Page| 2021
- i
-
Copyright Page| 2021
- i
-
Title Page| 2021
- v
-
Table of Contents| 2021
- xxvii
-
Student Paper Contest Finalists| 2021
- xxviii
-
Foreword| 2021