An Augmented Lagrangian Approach to Constrained MAP Inference (Englisch)
- Neue Suche nach: Martins, A.
- Neue Suche nach: Figueiredo, M.
- Neue Suche nach: Aguiar, P.
- Neue Suche nach: Smith, N.
- Neue Suche nach: Xing, E.
- Neue Suche nach: International Machine Learning Society
- Neue Suche nach: Martins, A.
- Neue Suche nach: Figueiredo, M.
- Neue Suche nach: Aguiar, P.
- Neue Suche nach: Smith, N.
- Neue Suche nach: Xing, E.
- Neue Suche nach: Getoor, Lise
- Neue Suche nach: Scheffer, Tobias
- Neue Suche nach: International Machine Learning Society
In:
Proceedings of the Twenty-eighth International Conference on Machine Learning
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169-176
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2011
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ISBN:
- Aufsatz (Konferenz) / Print
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Titel:An Augmented Lagrangian Approach to Constrained MAP Inference
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Beteiligte:Martins, A. ( Autor:in ) / Figueiredo, M. ( Autor:in ) / Aguiar, P. ( Autor:in ) / Smith, N. ( Autor:in ) / Xing, E. ( Autor:in ) / Getoor, Lise / Scheffer, Tobias / International Machine Learning Society
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Kongress:28th, Proceedings of the Twenty-eighth International Conference on Machine Learning ; 2011 ; Bellevue, WA
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Erschienen in:
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Verlag:
- Neue Suche nach: International Machine Learning Society
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Erscheinungsort:[Madison, Wis.
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Erscheinungsdatum:01.01.2011
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Format / Umfang:8 pages
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Anmerkungen:"ICML 2011 Bellevue, Washington"--Cover. Includes bibliographical references and index. ICML 2011. Twenty-eighth International Conference on Machine Learning
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ISBN:
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Medientyp:Aufsatz (Konferenz)
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Format:Print
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Sprache:Englisch
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Schlagwörter:
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Datenquelle:
© Metadata Copyright the British Library Board and other contributors. All rights reserved.
Inhaltsverzeichnis Konferenzband
Die Inhaltsverzeichnisse werden automatisch erzeugt und basieren auf den im Index des TIB-Portals verfügbaren Einzelnachweisen der enthaltenen Beiträge. Die Anzeige der Inhaltsverzeichnisse kann daher unvollständig oder lückenhaft sein.
- 1
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Hashing with GraphsLiu, W. / Wang, J. / Kumar, S. / Chang, S.-F. / International Machine Learning Society et al. | 2011
- 9
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Efficient Sparse Modeling with Automatic Feature GroupingZhong, W. / Kwok, J. / International Machine Learning Society et al. | 2011
- 17
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Multi-Label Classification on Tree- and DAG-Structured HierarchiesBi, W. / Kwok, J. / International Machine Learning Society et al. | 2011
- 25
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A Graph-based Framework for Multi-Task Multi-View LearningHe, J. / Lawrence, R. / International Machine Learning Society et al. | 2011
- 33
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GoDec: Randomized Low-rank & Sparse Matrix Decomposition in Noisy CaseZhou, T. / Tao, D. / International Machine Learning Society et al. | 2011
- 41
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Unimodal BanditsYu, J.Y. / Mannor, S. / International Machine Learning Society et al. | 2011
- 49
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Learning Output Kernels with Block Coordinate DescentDinuzzo, F. / Ong, C.S. / Gehler, P. / Pillonetto, G. / International Machine Learning Society et al. | 2011
- 57
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Vector-valued Manifold RegularizationMinh, H.Q. / Sindhwani, V. / International Machine Learning Society et al. | 2011
- 65
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On Information-Maximization Clustering: Tuning Parameter Selection and Analytic SolutionSugiyama, M. / Yamada, M. / Kimura, M. / Hachiya, H. / International Machine Learning Society et al. | 2011
- 73
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On tracking portfolios with certainty equivalents on a generalization of Markowitz model: the Fool, the Wise and the AdaptiveNock, R. / Magdalou, B. / Briys, E. / Nielsen, F. / International Machine Learning Society et al. | 2011
- 81
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Multiple Instance Learning with Manifold BagsBabenko, B. / Verma, N. / Dollar, P. / Belongie, S. / International Machine Learning Society et al. | 2011
- 89
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Eigenvalue Sensitive Feature SelectionJiang, Y. / Ren, J. / International Machine Learning Society et al. | 2011
- 97
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Large Scale Text Classification using Semi-supervised Multinomial Naive BayesSu, J. / Shirab, J.S. / Matwin, S. / International Machine Learning Society et al. | 2011
- 105
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Enhanced Gradient and Adaptive Learning Rate for Training Restricted Boltzmann MachinesCho, K. / Raiko, T. / Ilin, A. / International Machine Learning Society et al. | 2011
- 113
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Dynamic Tree Block Coordinate AscentTarlow, D. / Batra, D. / Kohli, P. / Kolmogorov, V. / International Machine Learning Society et al. | 2011
- 121
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Implementing regularization implicitly via approximate eigenvector computationMahoney, M. / Orecchia, L. / International Machine Learning Society et al. | 2011
- 129
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Parsing Natural Scenes and Natural Language with Recursive Neural NetworksSocher, R. / Lin, C.C.-Y. / Ng, A. / Manning, C. / International Machine Learning Society et al. | 2011
- 137
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Conjugate Markov Decision ProcessesThomas, P. / Barto, A. / International Machine Learning Society et al. | 2011
- 145
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Learning Mallows Models with Pairwise PreferencesLu, T. / Boutilier, C. / International Machine Learning Society et al. | 2011
- 153
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Surrogate losses and regret bounds for cost-sensitive classification with example-dependent costsScott, C. / International Machine Learning Society et al. | 2011
- 161
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Efficient Rule Ensemble Learning using Hierarchical KernelsJawanpuria, P. / Jagarlapudi, S.N. / Ramakrishnan, G. / International Machine Learning Society et al. | 2011
- 169
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An Augmented Lagrangian Approach to Constrained MAP InferenceMartins, A. / Figueiredo, M. / Aguiar, P. / Smith, N. / Xing, E. / International Machine Learning Society et al. | 2011
- 177
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Mean-Variance Optimization in Markov Decision ProcessesMannor, S. / Tsitsiklis, J. / International Machine Learning Society et al. | 2011
- 185
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Time Series Clustering: Complex is Simpler!Li, L. / Prakash, B.A. / International Machine Learning Society et al. | 2011
- 193
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Max-margin Learning for Lower Linear Envelope Potentials in Binary Markov Random FieldsGould, S. / International Machine Learning Society et al. | 2011
- 201
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Inference of Inversion Transduction GrammarsClark, A. / International Machine Learning Society et al. | 2011
- 209
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BCDNPKL: Scalable Non-Parametric Kernel Learning Using Block Coordinate DescentHu, E.-L. / Wang, B. / Chen, S. / International Machine Learning Society et al. | 2011
- 217
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Learning Discriminative Fisher KernelsVan der Maaten, L. / International Machine Learning Society et al. | 2011
- 225
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Pruning nearest neighbor cluster treesKpotufe, S. / von Luxburg, U. / International Machine Learning Society et al. | 2011
- 233
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Online AUC MaximizationZhao, P. / Hoi, S. / Jin, R. / Yang, T. / International Machine Learning Society et al. | 2011
- 241
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Beat the Mean BanditYue, Y. / Joachims, T. / International Machine Learning Society et al. | 2011
- 249
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Ultra-Fast Optimization Algorithm for Sparse Multi Kernel LearningOrabona, F. / Jie, L. / International Machine Learning Society et al. | 2011
- 257
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Estimating the Bayes Point Using Linear Knapsack ProblemsPotetz, B. / International Machine Learning Society et al. | 2011
- 265
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On optimization methods for deep learningLe, Q. / Ngiam, J. / Coates, A. / Lahiri, A. / Prochnow, B. / Ng, A. / International Machine Learning Society et al. | 2011
- 273
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Multiclass Classification with Bandit Feedback using Adaptive RegularizationCrammer, K. / Gentile, C. / International Machine Learning Society et al. | 2011
- 281
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On the Necessity of Irrelevant VariablesHelmbold, D. / Long, P. / International Machine Learning Society et al. | 2011
- 289
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ABC-EP: Expectation Propagation for Likelihood-free Bayesian ComputationBarthelme, S. / Chopin, N. / International Machine Learning Society et al. | 2011
- 297
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A PAC-Bayes Sample-compression Approach to Kernel MethodsGermain, P. / Lacoste, A. / Laviolette, F. / Marchand, M. / Shanian, S. / International Machine Learning Society et al. | 2011
- 305
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Integrating Partial Model Knowledge in Model Free RL AlgorithmsTamar, A. / Di Castro, D. / Meir, R. / International Machine Learning Society et al. | 2011
- 313
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Fast Newton-type Methods for Total Variation RegularizationBarbero, A. / Sra, S. / International Machine Learning Society et al. | 2011
- 321
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Parallel Coordinate Descent for L1-Regularized Loss MinimizationBradley, J. / Kyrola, A. / Bickson, D. / Guestrin, C. / International Machine Learning Society et al. | 2011
- 329
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Large-Scale Convex Minimization with a Low-Rank ConstraintShalev-Shwartz, S. / Gonen, A. / Shamir, O. / International Machine Learning Society et al. | 2011
- 337
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Approximate Dynamic Programming for Storage ProblemsHannah, L. / Dunson, D. / International Machine Learning Society et al. | 2011
- 345
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Online Submodular Minimization for Combinatorial StructuresJegelka, S. / Bilmes, J. / International Machine Learning Society et al. | 2011
- 353
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Minimal Loss Hashing for Compact Binary CodesNorouzi, M. / Fleet, D. / International Machine Learning Society et al. | 2011
- 361
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The Hierarchical Beta Process for Convolutional Factor Analysis and Deep LearningChen, B. / Polatkan, G. / Sapiro, G. / Dunson, D. / Carin, L. / International Machine Learning Society et al. | 2011
- 369
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Simultaneous Learning and Covering with Adversarial NoiseGuillory, A. / Bilmes, J. / International Machine Learning Society et al. | 2011
- 377
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Topic Modeling with Nonparametric Markov TreeChen, H. / Dunson, D. / Carin, L. / International Machine Learning Society et al. | 2011
- 385
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Relational Active Learning for Joint Collective Classification ModelsKuwadekar, A. / Neville, J. / International Machine Learning Society et al. | 2011
- 393
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A Co-training Approach for Multi-view Spectral ClusteringKumar, A. / Daume, H. / International Machine Learning Society et al. | 2011
- 401
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Learning from Multiple OutlooksHarel, M. / Mannor, S. / International Machine Learning Society et al. | 2011
- 409
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Adaptive Kernel Approximation for Large-Scale Non-Linear SVM PredictionCossalter, M. / Yan, R. / Zheng, L. / International Machine Learning Society et al. | 2011
- 417
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Risk-Based Generalizations of f-divergencesGarcia-Garcia, D. / von Luxburg, U. / Santos-Rodriguez, R. / International Machine Learning Society et al. | 2011
- 425
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Learning Multi-View Neighborhood Preserving ProjectionsQuadrianto, N. / Lampert, C. / International Machine Learning Society et al. | 2011
- 433
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Better Algorithms for Selective SamplingOrabona, F. / Cesa-Bianchi, N. / International Machine Learning Society et al. | 2011
- 441
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Minimax Learning Rates for Bipartite Ranking and Plug-in RulesRobbiano, S. / Clemencon, S. / International Machine Learning Society et al. | 2011
- 449
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Task Space Retrieval Using Inverse Feedback ControlJetchev, N. / Toussaint, M. / International Machine Learning Society et al. | 2011
- 457
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Bayesian CCA via Group SparsityVirtanen, S. / Klami, A. / Kaski, S. / International Machine Learning Society et al. | 2011
- 465
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PILCO: A Model-Based and Data-Efficient Approach to Policy SearchDeisenroth, M. / Rasmussen, C. / International Machine Learning Society et al. | 2011
- 473
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Suboptimal Solution Path Algorithm for Support Vector MachineKarasuyama, M. / Takeuchi, I. / International Machine Learning Society et al. | 2011
- 481
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Incremental Basis Construction from Temporal Difference ErrorSun, Y. / Gomez, F. / Ring, M. / Schmidhuber, J. / International Machine Learning Society et al. | 2011
- 489
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Predicting Legislative Roll Calls from TextGerrish, S. / Blei, D. / International Machine Learning Society et al. | 2011
- 497
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On Bayesian PCA: Automatic Dimensionality Selection and Analytic SolutionNakajima, S. / Sugiyama, M. / Babacan, D. / International Machine Learning Society et al. | 2011
- 505
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Learning Linear Functions with Quadratic and Linear Multiplicative UpdatesBylander, T. / International Machine Learning Society et al. | 2011
- 513
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Domain Adaptation for Large-Scale Sentiment Classification: A Deep Learning ApproachGlorot, X. / Bordes, A. / Bengio, Y. / International Machine Learning Society et al. | 2011
- 521
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Learning with Whom to Share in Multi-task Feature LearningKang, Z. / Grauman, K. / Sha, F. / International Machine Learning Society et al. | 2011
- 529
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Boosting on a Budget: Sampling for Feature-Efficient PredictionReyzin, L. / International Machine Learning Society et al. | 2011
- 537
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Speeding-Up Hoeffding-Based Regression Trees With OptionsIkonomovska, E. / Gama, J. / Zenko, B. / Dzeroski, S. / International Machine Learning Society et al. | 2011
- 545
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Linear Regression under Fixed-Rank Constraints: A Riemannian ApproachMeyer, G. / Bonnabel, S. / Sepulchre, R. / International Machine Learning Society et al. | 2011
- 553
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Cauchy Graph EmbeddingLuo, D. / Ding, C. / Nie, F. / Huang, H. / International Machine Learning Society et al. | 2011
- 561
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Uncovering the Temporal Dynamics of Diffusion NetworksRodriguez, M.G. / Balduzzi, D. / Scholkopf, B. / International Machine Learning Society et al. | 2011
- 569
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Multiclass Boosting with Hinge Loss based on Output CodingGao, T. / Koller, D. / International Machine Learning Society et al. | 2011
- 577
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Approximation Bounds for Inference using Cooperative CutsJegelka, S. / Bilmes, J. / International Machine Learning Society et al. | 2011
- 585
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Brier Curves: a New Cost-Based Visualisation of Classifier PerformanceHernandez-Orallo, J. / Flach, P. / Ferri, C. / International Machine Learning Society et al. | 2011
- 593
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Semi-supervised Penalized Output Kernel Regression for Link PredictionBrouard, C. / D Alche-Buc, F. / Szafranski, M. / International Machine Learning Society et al. | 2011
- 601
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A New Bayesian Rating System for Team CompetitionsNikolenko, S. / Sirotkin, A. / International Machine Learning Society et al. | 2011
- 609
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OptiML: An Implicitly Parallel Domain-Specific Language for Machine LearningSujeeth, A. / Lee, H. / Brown, K. / Rompf, T. / Chafi, H. / Wu, M. / Atreya, A. / Odersky, M. / Olukotun, K. / International Machine Learning Society et al. | 2011
- 617
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Infinite SVM: a Dirichlet Process Mixture of Large-margin Kernel MachinesZhu, J. / Chen, N. / Xing, E. / International Machine Learning Society et al. | 2011
- 625
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On the Integration of Topic Modeling and Dictionary LearningLi, L. / Zhou, M. / Sapiro, G. / Carin, L. / International Machine Learning Society et al. | 2011
- 633
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Piecewise Bounds for Estimating Bernoulli-Logistic Latent Gaussian ModelsMarlin, B. / Khan, M. / Murphy, K. / International Machine Learning Society et al. | 2011
- 641
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Access to Unlabeled Data can Speed up Prediction TimeUrner, R. / Shalev-Shwartz, S. / Ben-David, S. / International Machine Learning Society et al. | 2011
- 649
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From PAC-Bayes Bounds to Quadratic Programs for Majority VotesRoy, J.-F. / Laviolette, F. / Marchand, M. / International Machine Learning Society et al. | 2011
- 657
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A Coherent Interpretation of AUC as a Measure of Aggregated Classification PerformanceFlach, P. / Hernandez-Orallo, J. / Ferri, C. / International Machine Learning Society et al. | 2011
- 665
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Support Vector Machines as Probabilistic ModelsFranc, V. / Zien, A. / Scholkopf, B. / International Machine Learning Society et al. | 2011
- 673
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Adaptively Learning the Crowd KernelTamuz, O. / Liu, C. / Belongie, S. / Shamir, O. / Kalai, A. / International Machine Learning Society et al. | 2011
- 681
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Bayesian Learning via Stochastic Gradient Langevin DynamicsWelling, M. / Teh, Y.W. / International Machine Learning Society et al. | 2011
- 689
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Multimodal Deep LearningNgiam, J. / Khosla, A. / Kim, M. / Nam, J. / Lee, H. / Ng, A. / International Machine Learning Society et al. | 2011
- 697
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On the Robustness of Kernel Density M-EstimatorsKim, J. / Scott, C. / International Machine Learning Society et al. | 2011
- 705
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Beam Search based MAP Estimates for the Indian Buffet ProcessRai, P. / Daume, H. / International Machine Learning Society et al. | 2011
- 713
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Optimal Distributed Online PredictionDekel, O. / Gilad-Bachrach, R. / Shamir, O. / Xiao, L. / International Machine Learning Society et al. | 2011
- 721
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Message Passing Algorithms for the Dirichlet Diffusion TreeKnowles, D. / Van Gael, J. / Ghahramani, Z. / International Machine Learning Society et al. | 2011
- 729
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Convex Max-Product over Compact Sets for Protein FoldingPeng, J. / Hazan, T. / McAllester, D. / Urtasun, R. / International Machine Learning Society et al. | 2011
- 737
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Structure Learning in Ergodic Factored MDPs without Knowledge of the Transition Function's In-DegreeChakraborty, D. / Stone, P. / International Machine Learning Society et al. | 2011
- 745
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Clusterpath: an Algorithm for Clustering using Convex Fusion PenaltiesHocking, T. / Vert, J.-P. / Bach, F. / Joulin, A. / International Machine Learning Society et al. | 2011
- 753
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Tree preserving embeddingShieh, A. / Hashimoto, T. / Airoldi, E. / International Machine Learning Society et al. | 2011
- 761
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Clustering by Left-Stochastic Matrix FactorizationArora, R. / Gupta, M. / Kapila, A. / Fazel, M. / International Machine Learning Society et al. | 2011
- 769
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The Infinite Regionalized Policy RepresentationLiu, M. / Liao, X. / Carin, L. / International Machine Learning Society et al. | 2011
- 777
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SampleRank: Training Factor Graphs with Atomic GradientsWick, M. / Rohanimanesh, K. / Bellare, K. / Culotta, A. / McCallum, A. / International Machine Learning Society et al. | 2011
- 785
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Tree-Structured Infinite Sparse Factor ModelZhang, X. / Dunson, D. / Carin, L. / International Machine Learning Society et al. | 2011
- 793
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Preserving Personalized Pagerank in SubgraphsVattani, A. / Chakrabarti, D. / Gurevich, M. / International Machine Learning Society et al. | 2011
- 801
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Hierarchical Classification via Orthogonal TransferXiao, L. / Zhou, D. / Wu, M. / International Machine Learning Society et al. | 2011
- 809
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A Three-Way Model for Collective Learning on Multi-Relational DataNickel, M. / Tresp, V. / Kriegel, H.-P. / International Machine Learning Society et al. | 2011
- 817
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Variational Inference for Policy Search in changing situationsNeumann, G. / International Machine Learning Society et al. | 2011
- 825
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Learning Scoring Functions with Order-Preserving Losses and Standardized SupervisionBuffoni, D. / Calauzenes, C. / Gallinari, P. / Usunier, N. / International Machine Learning Society et al. | 2011
- 833
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Contractive Auto-Encoders: Explicit Invariance During Feature ExtractionRifai, S. / Vincent, P. / Muller, X. / Glorot, X. / Bengio, Y. / International Machine Learning Society et al. | 2011
- 841
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Variational Heteroscedastic Gaussian Process RegressionLazaro-Gredilla, M. / Titsias, M. / International Machine Learning Society et al. | 2011
- 849
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Bounding the Partition Function using Holder's InequalityLiu, Q. / Ihler, A. / International Machine Learning Society et al. | 2011
- 857
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Dynamic Egocentric Models for Citation NetworksVu, D. / Asuncion, A. / Hunter, D. / Smyth, P. / International Machine Learning Society et al. | 2011
- 865
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The Constrained Weight Space SVM: Learning with Ranked FeaturesSmall, K. / Wallace, B. / Brodley, C. / Trikalinos, T. / International Machine Learning Society et al. | 2011
- 873
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Robust Matrix Completion and Corrupted ColumnsChen, Y. / Xu, H. / Caramanis, C. / Sanghavi, S. / International Machine Learning Society et al. | 2011
- 881
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Online Discovery of Feature DependenciesGeramifard, A. / Doshi, F. / Redding, J. / Roy, N. / How, J. / International Machine Learning Society et al. | 2011
- 889
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Variational Inference for Stick-Breaking Beta Process PriorsPaisley, J. / Carin, L. / Blei, D. / International Machine Learning Society et al. | 2011
- 897
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Apprenticeship Learning About Multiple IntentionsBabes, M. / Marivate, V. / Littman, M. / Subramanian, K. / International Machine Learning Society et al. | 2011
- 905
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Minimum Probability Flow LearningSohl-Dickstein, J. / Battaglino, P. / DeWeese, M. / International Machine Learning Society et al. | 2011
- 913
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Infinite Dynamic Bayesian NetworksDoshi, F. / Wingate, D. / Tenenbaum, J. / Roy, N. / International Machine Learning Society et al. | 2011
- 921
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The Importance of Encoding Versus Training with Sparse Coding and Vector QuantizationCoates, A. / Ng, A. / International Machine Learning Society et al. | 2011
- 929
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Fast Global Alignment KernelsCuturi, M. / International Machine Learning Society et al. | 2011
- 937
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Learning attentional policies for tracking and recognition in video with deep networksBazzani, L. / Freitas, N. / Larochelle, H. / Murino, V. / Ting, J.-A. / International Machine Learning Society et al. | 2011
- 945
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Large-Scale Learning of Embeddings with Reconstruction SamplingDauphin, Y. / Glorot, X. / Bengio, Y. / International Machine Learning Society et al. | 2011
- 953
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Automatic Feature Decomposition for Single View Co-trainingChen, M. / Weinberger, K. / Chen, Y. / International Machine Learning Society et al. | 2011
- 961
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Mapping kernels for treesShin, K. / Cuturi, M. / Kuboyama, T. / International Machine Learning Society et al. | 2011
- 969
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Stochastic Low-Rank Kernel Learning for RegressionMachart, P. / Peel, T. / Anthoine, S. / Ralaivola, L. / Glotin, H. / International Machine Learning Society et al. | 2011
- 977
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Size-constrained Submodular Minimization through Minimum Norm BaseNagano, K. / Kawahara, Y. / Aihara, K. / International Machine Learning Society et al. | 2011
- 985
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Locally Linear Support Vector MachinesLadicky, L. / Torr, P. / International Machine Learning Society et al. | 2011
- 993
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Functional Regularized Least Squares Classication with Operator-valued KernelsKadri, H. / Rabaoui, A. / Preux, P. / Duflos, E. / Rakotomamonjy, A. / International Machine Learning Society et al. | 2011
- 1001
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Clustering Partially Observed Graphs via Convex OptimizationJalali, A. / Chen, Y. / Sanghavi, S. / Xu, H. / International Machine Learning Society et al. | 2011
- 1009
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On the Use of Variational Inference for Learning Discrete Graphical ModelYang, E. / Ravikumar, P. / International Machine Learning Society et al. | 2011
- 1017
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Generating Text with Recurrent Neural NetworksSutskever, I. / Martens, J. / Hinton, G. / International Machine Learning Society et al. | 2011
- 1025
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Probabilistic Matrix AdditionAgovic, A. / Banerjee, A. / Chatterje, S. / International Machine Learning Society et al. | 2011
- 1033
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Learning Recurrent Neural Networks with Hessian-Free OptimizationMartens, J. / Sutskever, I. / International Machine Learning Society et al. | 2011
- 1041
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Sparse Additive Generative Models of TextEisenstein, J. / Ahmed, A. / Xing, E. / International Machine Learning Society et al. | 2011
- 1049
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Classification-based Policy Iteration with a CriticGabillon, V. / Lazaric, A. / Ghavamzadeh, M. / Scherrer, B. / International Machine Learning Society et al. | 2011
- 1057
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Submodular meets Spectral: Greedy Algorithms for Subset Selection, Sparse Approximation and Dictionary SelectionDas, A. / Kempe, D. / International Machine Learning Society et al. | 2011
- 1065
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A Spectral Algorithm for Latent Tree Graphical ModelsParikh, A. / Song, L. / Xing, E. / International Machine Learning Society et al. | 2011
- 1073
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A Unified Probabilistic Model for Global and Local Unsupervised Feature SelectionGuan, Y. / Dy, J. / Jordan, M. / International Machine Learning Society et al. | 2011
- 1081
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Towards Making Unlabeled Data Never HurtLi, Y.-F. / Zhou, Z.-H. / International Machine Learning Society et al. | 2011
- 1089
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On Random Weights and Unsupervised Feature LearningSaxe, A. / Koh, P.W. / Chen, Z. / Bhand, M. / Suresh, B. / Ng, A. / International Machine Learning Society et al. | 2011
- 1097
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Doubly Robust Policy Evaluation and LearningDudik, M. / Langford, J. / Li, L. / International Machine Learning Society et al. | 2011
- 1105
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Learning Deep Energy ModelsNgiam, J. / Chen, Z. / Koh, P.W. / Ng, A. / International Machine Learning Society et al. | 2011
- 1113
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Bipartite Ranking through Minimization of Univariate LossKotlowski, W. / Dembczynski, K. / Huellermeier, E. / International Machine Learning Society et al. | 2011
- 1121
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Manifold Identification of Dual Averaging Methods for Regularized Stochastic Online LearningLee, S. / Wright, S. / International Machine Learning Society et al. | 2011
- 1129
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Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensionsAgarwal, A. / Negahban, S. / Wainwright, M. / International Machine Learning Society et al. | 2011
- 1137
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Bundle Selling by Online Estimation of Valuation FunctionsVainsencher, D. / Dekel, O. / Mannor, S. / International Machine Learning Society et al. | 2011
- 1145
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Unsupervised Models of Images by Spike-and-Slab RBMsCourville, A. / Bergstra, J. / Bengio, Y. / International Machine Learning Society et al. | 2011
- 1153
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Approximating Correlated Equilibria using Relaxations on the Marginal PolytopeKamisetty, H. / Xing, E. / Langmead, C. / International Machine Learning Society et al. | 2011
- 1161
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Active Learning from CrowdsYan, Y. / Rosales, R. / Fung, G. / Dy, J. / International Machine Learning Society et al. | 2011
- 1169
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Computational Rationalization: The Inverse Equilibrium ProblemWaugh, K. / Ziebart, B. / Bagnell, D. / International Machine Learning Society et al. | 2011
- 1177
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Finite-Sample Analysis of Lasso-TDGhavamzadeh, M. / Lazaric, A. / Munos, R. / Hoffman, M. / International Machine Learning Society et al. | 2011
- 1185
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Generalized Value Functions for Large Action SetsPazis, J. / Parr, R. / International Machine Learning Society et al. | 2011
- 1193
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k-DPPs: Fixed-Size Determinantal Point ProcessesKulesza, A. / Taskar, B. / International Machine Learning Society et al. | 2011
- 1201
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On Autoencoders and Score Matching for Energy Based ModelsSwersky, K. / Ranzato, M. / Buchman, D. / Marlin, B. / Freitas, N. / International Machine Learning Society et al. | 2011
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