Worst-Case Analysis of Selective Sampling for Linear-Threshold Algorithms (English)
- New search for: Cesa-Bianchi, N.
- New search for: Gentile, C.
- New search for: Zaniboni, L.
- New search for: Cesa-Bianchi, N.
- New search for: Gentile, C.
- New search for: Zaniboni, L.
In:
Neural information processing systems; NIPS 18
17
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241-248
;
2004
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ISBN:
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ISSN:
- Conference paper / Print
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Title:Worst-Case Analysis of Selective Sampling for Linear-Threshold Algorithms
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Contributors:
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Conference:Annual conference; 18th, Neural information processing systems; NIPS 18 ; 2004
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Published in:Neural information processing systems; NIPS 18 , 17 ; 241-248ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS , 17 ; 241-248
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Publisher:
- New search for: MIT
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Publication date:2004-01-01
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Size:8 pages
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ISBN:
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ISSN:
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Type of media:Conference paper
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Type of material:Print
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Language:English
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Keywords:
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Source:
© Metadata Copyright the British Library Board and other contributors. All rights reserved.
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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Learning first-order Markov models for controlAbbeel, P. / Ng, A. Y. et al. | 2004
- 9
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A Large Deviation Bound for the Area Under the ROC CurveAgarwal, S. / Graepel, T. / Herbrich, R. / Roth, D. et al. | 2004
- 17
-
Learning Preferences for Multiclass ProblemsAiolli, F. / Sperduti, A. et al. | 2004
- 25
-
Harmonising Chorales by Probabilistic InferenceAllan, M. / Williams, C. K. I. et al. | 2004
- 33
-
The Correlated Correspondence Algorithm for Unsupervised Registration of Nonrigid SurfacesAnguelov, D. / Srinivasan, P. / Pang, H.-C. / Koller, D. / Thrun, S. / Davis, J. et al. | 2004
- 41
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A Direct Formulation for Sparse PCA Using Semidefinite Programmingd Aspremont, A. / El Ghaoui, L. / Jordan, M. I. / Lanckriet, G. R. G. et al. | 2004
- 49
-
Comparing Beliefs, Surveys, and Random WalksAurell, E. / Gordon, U. / Kirkpatrick, S. et al. | 2004
- 57
-
The power of feature clustering: An application to object detectionAvidan, S. / Butman, M. et al. | 2004
- 65
-
Blind One-microphone Speech Separation: A Spectral Learning ApproachBach, F. R. / Jordan, M. I. et al. | 2004
- 73
-
Computing regularization paths for learning multiple kernelsBach, F. R. / Thibaux, R. / Jordan, M. I. et al. | 2004
- 81
-
Breaking SVM Complexity with Cross-TrainingBakir, G. H. / Bottou, L. / Weston, J. et al. | 2004
- 89
-
Co-Training and Expansion: Towards Bridging Theory and PracticeBalcan, M.-F. / Blum, A. / Yang, K. et al. | 2004
- 97
-
Large-Scale Prediction of Disulphide Bond ConnectivityBaldi, P. / Cheng, J. / Vullo, A. et al. | 2004
- 105
-
Spike Sorting: Bayesian Clustering of Non-Stationary DataBar-Hillel, A. / Spiro, A. / Stark, E. et al. | 2004
- 113
-
Exponentiated Gradient Algorithms for Large-margin Structured ClassificationBartlett, P. L. / Collins, M. / Taskar, B. / McAllester, D. et al. | 2004
- 121
-
Maximising Sensitivity in a Spiking NetworkBell, A. J. / Parra, L. C. et al. | 2004
- 129
-
Non-Local Manifold Tangent LearningBengio, Y. / Monperrus, M. et al. | 2004
- 137
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Who's In the PictureBerg, T. L. / Berg, A. C. / Edwards, J. / Forsyth, D. et al. | 2004
- 145
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At the Edge of Chaos: Real-time Computations and Self-Organized Criticality in Recurrent Neural NetworksBertschinger, N. / Natschlager, T. / Legenstein, R. A. et al. | 2004
- 153
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A Second Order Cone programming Formulation for Classifying Missing DataBhattacharyya, C. / Shivaswamy, P. K. / Smola, A. et al. | 2004
- 161
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Support Vector Classification with Input Data UncertaintyBi, J. / Zhang, T. et al. | 2004
- 169
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Responding to Modalities with Different LatenciesBissmarck, F. / Nakahara, H. / Doya, K. / Hikosaka, O. et al. | 2004
- 177
-
Nonlinear Blind Source Separation by Integrating Independent Component Analysis and Slow Feature AnalysisBlaschke, T. / Wiskott, L. et al. | 2004
- 185
-
Hierarchial Distributed Representations for Statistical Language ModelingBlitzer, J. / Weinberger, K. / Saul, L. / Pereira, F. et al. | 2004
- 193
-
Markov Networks for Detecting Overalpping Elements in Sequence DataBockhorst, J. / Craven, M. et al. | 2004
- 201
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Reducing Spike Train Variability: A Computational Theory Of Spike-Timing Dependent PlasticityBohte, S. M. / Mozer, M. C. et al. | 2004
- 209
-
Convergence and No-Regret in Multiagent LearningBowling, M. et al. | 2004
- 217
-
Dependent Gaussian ProcessesBoyle, P. / Frean, M. et al. | 2004
- 225
-
Proximity Graphs for Clustering and Manifold LearningCarreira-Perpinan, M. A. / Zemel, R. S. et al. | 2004
- 233
-
Incremental Algorithms for Hierarchical ClassificationCesa-Bianchi, N. / Gentile, C. / Tironi, A. / Zaniboni, L. et al. | 2004
- 241
-
Worst-Case Analysis of Selective Sampling for Linear-Threshold AlgorithmsCesa-Bianchi, N. / Gentile, C. / Zaniboni, L. et al. | 2004
- 249
-
Sub-Microwatt Analog VLSI Support Vector Machine for Pattern Classification and Sequence EstimationChakrabartty, S. / Cauwenberghs, G. et al. | 2004
- 257
-
A Machine Learning Approach to Conjoint AnalysisChapelle, O. / Harchaoui, Z. et al. | 2004
- 265
-
Using Machine Learning to Break Visual Human Interaction Proofs (HIPs)Chellapilla, K. / Simard, P. Y. et al. | 2004
- 273
-
Hierarchical Eigensolver for Transition Matrices in Spectral MethodsChennubhotla, C. / Jepson, A. et al. | 2004
- 281
-
Modeling Conversational Dynamics as a Mixed-Memory Markov ProcessChoudhury, T. / Basu, S. et al. | 2004
- 289
-
Theories of Access ConsciousnessColagrosso, M. D. / Mozer, M. C. et al. | 2004
- 297
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Distributed Information Regularization on GraphsCorduneanu, A. / Jaakkola, T. S. et al. | 2004
- 305
-
Confidence Intervals for the Area Under the ROC CurveCortes, C. / Mohri, M. et al. | 2004
- 313
-
Similarity and Discrimination in Classical Conditioning: A Latent Variable AccountCourville, A. C. / Daw, N. D. / Touretzky, D. S. et al. | 2004
- 321
-
Trait Selection for Assessing Beef Meat Quality Using Non-linear SVMdel Coz, J. J. / Bayon, G. F. / Diez, J. / Luaces, O. / Bahamonde, A. / Sanudo, C. et al. | 2004
- 329
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Semigroup Kernels on Finite SetsCuturi, M. / Vert, J.-P. et al. | 2004
- 337
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Analysis of a greedy active learning strategyDasgupta, S. et al. | 2004
- 345
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The Power of Selective Memory: Self-Bounded Learning of Prediction Suffix TreesDekel, O. / Shalev-Shwartz, S. / Singer, Y. et al. | 2004
- 353
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Bayesian inference in spiking neuronsDeneve, S. et al. | 2004
- 361
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Triangle Fixing Algorithms for the Metric Nearness ProblemDhillon, I. / Sra, S. / Tropp, J. et al. | 2004
- 369
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Pictorial Structures for Molecular Modeling: Interpreting Density MapsDiMaio, F. / Shavlik, J. / Phillips, G. et al. | 2004
- 377
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Sparse Coding of Natural Images Using an Overcomplete Set of Limited Capacity UnitsDoi, E. / Lewicki, M. S. et al. | 2004
- 385
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Making Latin Manuscripts Searchable using gHMM'sEdwards, J. / Teh, Y. W. / Forsyth, D. / Bock, R. / Maire, M. / Vesom, G. et al. | 2004
- 393
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Seeing through waterEfros, A. / Isler, V. / Shi, J. / Visontai, M. et al. | 2004
- 401
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Experts in a Markov Decision ProcessEven-Dar, E. / Kakade, S. M. / Mansour, Y. et al. | 2004
- 409
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Exploration-Exploitation Tradeoffs for Experts Algorithms in Reactive Environmentsde Farias, D. / Megiddo, N. et al. | 2004
- 417
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A Cost-Shaping LP for Bellman Error Minimization with Performance Guaranteesde Farias, D. / Van Roy, B. et al. | 2004
- 425
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Learning Hyper-Features for Visual IdentificationFerencz, A. D. / Learned-Miller, E. G. / Malik, J. et al. | 2004
- 433
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Sampling Methods for Unsupervised LearningFergus, R. / Zisserman, A. / Perona, P. et al. | 2004
- 441
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On-Chip Compensation of Device-Mismatch Effects in Analog VLSI Neural NetworksFigueroa, M. / Bridges, S. / Diorio, C. et al. | 2004
- 449
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Object Classification from a Single Example Utilizing Class Relevance MetricsFink, M. et al. | 2004
- 457
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A Hidden Markov Model for de Novo Peptide SequencingFischer, B. / Roth, V. / Buhmann, J. / Grossmann, J. / Baginsky, S. / Gruissem, W. / Roos, F. / Widmayer, P. et al. | 2004
- 465
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Implicit Wiener Series for Higher-Order Image AnalysisFranz, M. O. / Scholkopf, B. et al. | 2004
- 473
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Joint Probabilistic Curve Clustering and AlignmentGaffney, S. J. / Smyth, P. et al. | 2004
- 481
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Discriminant Saliency for Visual Recognition from Cluttered ScenesGao, D. / Vasconcelos, N. et al. | 2004
- 489
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Instance-Based Relevance Feedback for Image RetrievalGiacinto, G. / Roli, F. et al. | 2004
- 497
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Euclidean Embedding of Co-Occurrence DataGloberson, A. / Chechik, G. / Pereira, F. / Tishby, N. et al. | 2004
- 505
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Hierarchical Clustering of a Mixture ModelGoldberger, J. / Roweis, S. et al. | 2004
- 513
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Neighbourhood Components AnalysisGoldberger, J. / Roweis, S. / Hinton, G. / Salakhutdinov, R. et al. | 2004
- 521
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Parallel Support Vector Machines: The Cascade SVMGraf, H. P. / Cosatto, E. / Bottou, L. / Dourdanovic, I. / Vapnik, V. et al. | 2004
- 529
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Semi-supervised Learning by Entropy MinimizationGrandvalet, Y. / Bengio, Y. et al. | 2004
- 537
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Integrating Topics and SyntaxGriffiths, T. L. / Steyvers, M. / Blei, D. M. / Tenenbaum, J. B. et al. | 2004
- 545
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Result Analysis of the NIPS 2003 Feature Selection ChallengeGuyon, I. / Gunn, S. / Ben-Hur, A. / Dror, G. et al. | 2004
- 553
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Theory of localized synfire chain: characteristic propagation speed of stable spike patternHamaguchi, K. / Okada, M. / Aihara, K. et al. | 2004
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The Entire Regularization Path for the Support Vector MachineHastie, T. / Rosset, S. / Tibshirani, R. / Zhu, J. et al. | 2004
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An Auditory Paradigm for Brain-Computer InterfacesHill, N. J. / Lal, T. N. / Bierig, K. / Birbaumer, N. / Scholkopf, B. et al. | 2004
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The Cerebellum Chip: an Analog VLSI Implementation of a Cerebellar Model of Classical ConditioningHofstoetter, C. / Gil, M. / Eng, K. / Indiveri, G. / Mintz, M. / Kramer, J. / Verschure, P. et al. | 2004
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Schema Learning: Experience-Based Construction of Predictive Action ModelsHolmes, M. P. / Isbell, C. L. et al. | 2004
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Unsupervised Variational Bayesian Learning of Nonlinear ModelsHonkela, A. / Valpola, H. et al. | 2004
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A Generalized Bradley-Terry Model: From Group Competition to Individual SkillHuang, T.-K. / Lin, C.-J. / Weng, R. C. et al. | 2004
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Message Errors in Belief PropagationIhler, A. T. / Fisher, J. W. / Willsky, A. S. et al. | 2004
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Parametric Embedding for Class VisualizationIwata, T. / Saito, K. / Ueda, N. / Stromsten, S. / Griffiths, T. L. / Tenenbaum, J. B. et al. | 2004
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The Laplacian PDF Distance: A Cost Function for Clustering in a Kernel Feature SpaceJenssen, R. / Erdogmus, D. / Principe, J. / Eltoft, T. et al. | 2004
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Economic Properties of Social NetworksKakade, S. M. / Kearns, M. / Ortiz, L. E. / Pemantle, R. / Suri, S. et al. | 2004
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Online Bounds for Bayesian AlgorithmsKakade, S. M. / Ng, A. Y. et al. | 2004
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Maximal Margin Labeling for Multi-Topic Text CategorizationKazawa, H. / Izumitani, T. / Taira, H. / Maeda, E. et al. | 2004
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Generalization Error and Algorithmic Convergence of Median BoostingKegl, B. et al. | 2004
- 665
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Boosting on Manifolds: Adaptive Regularization of Base ClassifiersKegl, B. / Wang, L. et al. | 2004
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Face Detection - Efficient and Rank DeficientKienzle, W. / Bakir, G. H. / Franz, M. O. / Scholkopf, B. et al. | 2004
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Neural Network Computation by In Vitro Transcriptional CircuitsKim, J. / Hopfield, J. / Winfree, E. et al. | 2004
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Synchronization of neural networks by mutual learning and its application to cryptographyKlein, E. / Mislovaty, R. / Kanter, I. / Ruttor, A. / Kinzel, W. et al. | 2004
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Nearly Tight Bounds for the Continuum-Armed Bandit ProblemKleinberg, R. D. et al. | 2004
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On Semi-Supervised ClassificationKrishnapuram, B. / Williams, D. / Xue, Y. / Hartemink, A. / Carin, L. / Figueiredo, M. et al. | 2004
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An Application of Boosting to Graph ClassificationKudo, T. / Maeda, E. / Matsumoto, Y. et al. | 2004
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Methods Towards Invasive Human Brain Computer InterfacesLal, T. N. / Hinterberger, T. / Widman, G. / Schroder, M. / Hill, N. J. / Rosenstiel, W. / Elger, C. E. / Scholkopf, B. / Birbaumer, N. et al. | 2004
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Semi-supervised Learning via Gaussian ProcessesLawrence, N. D. / Jordan, M. I. et al. | 2004
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Joint MRI Bias Removal Using Entropy Minimization Across ImagesLearned-Miller, E. G. / Ahammad, P. et al. | 2004
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Incremental Learning for Visual TrackingLim, J. / Ross, D. A. / Lin, R.-S. / Yang, M.-H. et al. | 2004
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- 817
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- 865
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Methods for Estimating the Computational Power and Generalization Capability of Neural MicrocircuitsMaass, W. / Legenstein, R. A. / Bertschinger, N. et al. | 2004
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Joint Tracking of Pose, Expression, and Texture using Conditionally Gaussian FiltersMarks, T. K. / Hershey, J. / Roddey, J. C. / Movellan, J. R. et al. | 2004
- 897
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Linear Multilayer Independent Component Analysis for Large Natural ScenesMatsuda, Y. / Yamaguchi, K. et al. | 2004
- 905
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Conditional Models of Identity Uncertainty with Application to Noun CoreferenceMcCallum, A. / Wellner, B. et al. | 2004
- 913
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Multiple Relational EmbeddingMemisevic, R. / Hinton, G. et al. | 2004
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Kernels for Multi-task LearningMicchelli, C. A. / Pontil, M. et al. | 2004
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A Topographic Support Vector Machine: Classification Using Local Label ConfigurationsMohr, J. / Obermayer, K. et al. | 2004
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Optimal Information Decoding from Neuronal Populations with Specific Stimulus SelectivityMontemurro, M. A. / Panzeri, S. et al. | 2004
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Common-Frame Model for Object RecognitionMoreels, P. / Perona, P. et al. | 2004
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Detecting Significant Multidimensional Spatial ClustersNeill, D. B. / Moore, A. W. / Pereira, F. / Mitchell, T. et al. | 2004
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Mass Meta-analysis in Talairach SpaceNielsen, F. A. et al. | 2004
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Expectation Consistent Free Energies for Approximate InferenceOpper, M. / Winther, O. et al. | 2004
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Approximately Efficient Online Mechanism DesignParkes, D. C. / Singh, S. / Yanovsky, D. et al. | 2004
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Hierarchical Bayesian Inference in Networks of Spiking NeuronsRao, R. P. N. et al. | 2004
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Brain Inspired Reinforcement LearningRivest, F. / Bengio, Y. / Kalaska, J. et al. | 2004
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Coarticulation in Markov Decision ProcessesRohanimanesh, K. / Platt, R. / Mahadevan, S. / Grupen, R. et al. | 2004
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Following Curved Regularized Optimization Solution PathsRosset, S. et al. | 2004
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Outlier Detection with One-class Kernel Fisher DiscriminantsRoth, V. et al. | 2004
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Kernel Methods for Implicit Surface ModelingScholkopf, B. / Giesen, J. / Spalinger, S. et al. | 2004
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Edge of Chaos Computation in Mixed-Mode VLSI - A Hard LiquidSchurmann, F. / Meier, K. / Schemmel, J. et al. | 2004
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Learning Gaussian Process Kernels via Hierarchical BayesSchwaighofer, A. / Tresp, V. / Yu, K. et al. | 2004
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Assignment of Multiplicative Mixtures in Natural ImagesSchwartz, O. / Sejnowski, T. J. / Dayan, P. et al. | 2004
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On the Adaptive Properties of Decision TreesScott, C. / Nowak, R. et al. | 2004
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Real-Time Pitch Determination of One or More Voices by Nonnegative Matrix FactorizationSha, F. / Saul, L. et al. | 2004
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Probabilistic Inference of Alternative Splicing Events in Microarray DataShai, O. / Frey, B. J. / Morris, Q. D. / Pan, Q. / Misquitta, C. / Blencowe, B. J. et al. | 2004
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Resolving Perceptual Aliasing In The Presence Of Noisy SensorsShani, G. / Brafman, R. I. et al. | 2004
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Algebraic Set Kernels with Application to Inference Over Local Image RepresentationsShashua, A. / Hazan, T. et al. | 2004
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Dynamic Bayesian Networks for Brain-Computer InterfacesShenoy, P. / Rao, R. P. N. et al. | 2004
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Intrinsically Motivated Reinforcement LearningSingh, S. / Barto, A. G. / Chentanez, N. et al. | 2004
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Learning Efficient Auditory Codes Using Spikes Predicts Cochlear FiltersSmith, E. C. / Lewicki, M. S. et al. | 2004
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Learning Syntactic Patterns for Automatic Hypernym DiscoverySnow, R. / Jurafsky, D. / Ng, A. Y. et al. | 2004
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Generalization Error Bounds for Collaborative Prediction with Low-Rank MatricesSrebro, N. / Alon, N. / Jaakkola, T. S. et al. | 2004
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Maximum-Margin Matrix FactorizationSrebro, N. / Rennie, J. D. M. / Jaakkola, T. S. et al. | 2004
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Density Level Detection is ClassificationSteinwart, I. / Hush, D. / Scovel, C. et al. | 2004
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Fast Rates to Bayes for Kernel MachinesSteinwart, I. / Scovel, C. et al. | 2004
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-
Constraining a Bayesian Model of Human Visual Speed PerceptionStocker, A. / Simoncelli, E. et al. | 2004
- 1369
-
Distributed Occlusion Reasoning for Tracking with Nonparametric Belief PropagationSudderth, E. B. / Mandel, M. I. / Freeman, W. T. / Willsky, A. S. et al. | 2004
- 1377
-
Temporal-Difference NetworksSutton, R. S. / Tanner, B. et al. | 2004
- 1385
-
Sharing Clusters among Related Groups: Hierarchical Dirichlet ProcessesTeh, Y. W. / Jordan, M. I. / Beal, M. J. / Blei, D. M. et al. | 2004
- 1393
-
Heuristics for Ordering Cue Search in Decision MakingTodd, P. M. / Dieckmann, A. et al. | 2004
- 1401
-
Contextual Models for Object Detection Using Boosted Random FieldsTorralba, A. / Murphy, K. P. / Freeman, W. T. et al. | 2004
- 1409
-
Spike-timing Dependent Plasticity and Mutual Information Maximization for a Spiking Neuron ModelToyoizumi, T. / Pfister, J.-P. / Aihara, K. / Gerstner, W. et al. | 2004
- 1417
-
Synergies between Intrinsic and Synaptic Plasticity in Individual Model NeuronsTriesch, J. et al. | 2004
- 1425
-
Matrix Exponential Gradient Updates for On-line Learning and Bregman ProjectionTsuda, K. / Ratsch, G. / Warmuth, M. et al. | 2004
- 1433
-
Supervised Graph InferenceVert, J.-P. / Yamanishi, Y. et al. | 2004
- 1441
-
Binet-Cauchy KernelsVishwanathan, S. V. N. / Smola, A. et al. | 2004
- 1449
-
Instance-Specific Bayesian Model Averaging for ClassificationVisweswaran, S. / Cooper, G. F. et al. | 2004
- 1457
-
Saliency-Driven Image Acuity Modulation on a Reconfigurable Array of Spiking Silicon NeuronsVogelstein, R. J. / Mallik, U. / Culurciello, E. / Cauwenberghs, G. / Etienne-Cummings, R. et al. | 2004
- 1465
-
Identifying Protein-Protein Interaction Sites on a Genome-Wide ScaleWang, H. / Segal, E. / Ben-Hur, A. / Koller, D. / Brutlag, D. L. et al. | 2004
- 1473
-
Adaptive Manifold LearningWang, J. / Zhang, Z. / Zha, H. et al. | 2004
- 1481
-
Exponential Family Harmoniums with an Application to Information RetrievalWelling, M. / Rosen-Zvi, M. / Hinton, G. et al. | 2004
- 1489
-
Machine Learning Applied to Perception: Decision Images for Gender ClassificationWichmann, F. A. / Graf, A. B. A. / Simoncelli, E. / Bulthoff, H. H. / Scholkopf, B. et al. | 2004
- 1497
-
The Variational Ising Classifier (VIC) Algorithm for Coherently Contaminated DataWilliams, O. M. C. / Blake, A. / Cipolla, R. et al. | 2004
- 1505
-
Generative Affine Localisation and TrackingWinn, J. / Blake, A. et al. | 2004
- 1513
-
~0-norm Minimization for Basis SelectionWipf, D. P. / Rao, B. D. et al. | 2004
- 1521
-
Multi-agent Cooperation in Diverse Population GamesWong, K. Y. M. / Lim, S. W. / Gao, Z. et al. | 2004
- 1529
-
Efficient Kernel Discriminant Analysis via QR DecompositionXiong, T. / Ye, J. / Li, Q. / Janardan, R. / Cherkassky, V. et al. | 2004
- 1537
-
Maximum Margin ClusteringXu, L. / Neufeld, J. / Larson, B. / Schuurmans, D. et al. | 2004
- 1545
-
Using Random Forests in the Structured Language ModelXu, P. / Jelinek, F. et al. | 2004
- 1553
-
Solitaire: Man Versus MachineYan, X. / Diaconis, P. / Rusmevichientong, P. / Van Roy, B. et al. | 2004
- 1561
-
Efficient Kernel Machines Using the Improved Fast Gauss TransformYang, C. / Duraiswami, R. / Davis, L. et al. | 2004
- 1569
-
Two-Dimensional Linear Discriminant AnalysisYe, J. / Janardan, R. / Li, Q. et al. | 2004
- 1577
-
Inference, Attention, and Decision in a Bayesian Neural ArchitectureYu, A. J. / Dayan, P. et al. | 2004
- 1585
-
The Rescorla-Wagner Algorithm and Maximum Likelihood Estimation of Causal ParametersYuille, A. et al. | 2004
- 1593
-
The Convergence of Contrastive DivergencesYuille, A. et al. | 2004
- 1601
-
Self-Tuning Spectral ClusteringZelnik-Manor, L. / Perona, P. et al. | 2004
- 1609
-
Probabilistic Computation in Spiking PopulationsZemel, R. S. / Huys, Q. J. M. / Natarajan, R. / Dayan, P. et al. | 2004
- 1617
-
A Probabilistic Model for Online Document Clustering with Application to Novelty DetectionZhang, J. / Ghahramani, Z. / Yang, Y. et al. | 2004
- 1625
-
Class-size Independent Generalization Analsysis of Some Discriminative Multi-Category ClassificationZhang, T. et al. | 2004
- 1633
-
Semi-supervised Learning on Directed GraphsZhou, D. / Scholkopf, B. / Hofmann, T. et al. | 2004
- 1641
-
Nonparametric Transforms of Graph Kernels for Semi-Supervised LearningZhu, X. / Kandola, J. / Ghahramani, Z. / Lafferty, J. et al. | 2004
- 1649
-
Kernel Projection Machine: a New Tool for Pattern RecognitionZwald, L. / Vert, R. / Blanchard, G. / Massart, P. et al. | 2004