Found: 116
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On the Bayes-Optimality of F-Measure Maximizers.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3333
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SPMF: A Java Open-Source Pattern Mining Library.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3389
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Efficient Learning and Planning with Compressed Predictive States.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3395
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Revisiting Stein's Paradox: Multi-Task Averaging.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3441
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Multi-Objective Reinforcement Learning using Sets of Pareto Dominating Policies.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3483
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Seeded Graph Matching for Correlated Erdős-Rényi Graphs.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3513
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Asymptotic Accuracy of Distribution-Based Estimation of Latent Variables.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3541
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What Regularized Auto-Encoders Learn from the Data-Generating Distribution.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3563
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Revisiting Bayesian Blind Deconvolution.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3595
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New Results for Random Walk Learning.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3635
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Transfer Learning Decision Forests for Gesture Recognition.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3667
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Semi-Supervised Eigenvectors for Large-Scale Locally-Biased Learning.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3691
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BayesOpt: A Bayesian Optimization Library for Nonlinear Optimization, Experimental Design and Bandits.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3735
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Order-Independent Constraint-Based Causal Structure Learning.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3741
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Bayesian Entropy Estimation for Countable Discrete Distributions.
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- Journal of Machine Learning Research, 2014, v. 15, p. 2833
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Confidence Intervals and Hypothesis Testing for High-Dimensional Regression.
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- Journal of Machine Learning Research, 2014, v. 15, p. 2869
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QUIC: Quadratic Approximation for Sparse Inverse Covariance Estimation.
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- Journal of Machine Learning Research, 2014, v. 15, p. 2911
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Multimodal Learning with Deep Boltzmann Machines.
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- Journal of Machine Learning Research, 2014, v. 15, p. 2949
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Optimal Data Collection For Informative Rankings Expose Well-Connected Graphs.
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- Journal of Machine Learning Research, 2014, v. 15, p. 2981
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Bayesian Co-Boosting for Multi-modal Gesture Recognition.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3013
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Effective String Processing and Matching for Author Disambiguation.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3037
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High-Dimensional Learning of Linear Causal Networks via Inverse Covariance Estimation.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3065
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Recursive Teaching Dimension, VC-Dimension and Sample Compression.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3107
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Do we Need Hundreds of Classifiers to Solve Real World Classification Problems?
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- Journal of Machine Learning Research, 2014, v. 15, p. 3133
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ooDACE Toolbox: A Flexible Object-Oriented Kriging Implementation.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3181
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Robust Online Gesture Recognition with Crowdsourced Annotations.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3187
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Accelerating t-SNE using Tree-Based Algorithms.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3221
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Set-Valued Approachability and Online Learning with Partial Monitoring.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3247
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Learning Graphical Models With Hubs.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3297
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Inconsistency of Pitman--Yor Process Mixtures for the Number of Components.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3333
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Active Contextual Policy Search.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3371
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Matrix Completion with the Trace Norm: Learning, Bounding, and Transducing.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3401
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Statistical Analysis of Metric Graph Reconstruction.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3425
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Alternating Linearization for Structured Regularization Problems.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3447
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The Gesture Recognition Toolkit.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3483
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Convolutional Nets and Watershed Cuts for Real-Time Semantic Labeling of RGBD Videos.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3489
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Bayesian Estimation of Causal Direction in Acyclic Structural Equation Models with Individual-specific Confounder Variables and Non-Gaussian Distributions.
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- Journal of Machine Learning Research, 2014, v. 15, n. 8, p. 2629
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A Truncated EM Approach for Spike-and-Slab Sparse Coding.
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- Journal of Machine Learning Research, 2014, v. 15, n. 8, p. 2653
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Efficient Occlusive Components Analysis.
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- Journal of Machine Learning Research, 2014, v. 15, n. 8, p. 2689
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Optimality of Graphlet Screening in High Dimensional Variable Selection.
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- Journal of Machine Learning Research, 2014, v. 15, n. 8, p. 2723
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Tensor Decompositions for Learning Latent Variable Models.
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- Journal of Machine Learning Research, 2014, v. 15, n. 8, p. 2773
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Efficient State-Space Inference of Periodic Latent Force Models.
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- Journal of Machine Learning Research, 2014, v. 15, n. 7, p. 2337
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Spectral Learning of Latent-Variable PCFGs: Algorithms and Sample Complexity.
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- Journal of Machine Learning Research, 2014, v. 15, n. 7, p. 2399
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On Multilabel Classification and Ranking with Bandit Feedback.
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- Journal of Machine Learning Research, 2014, v. 15, n. 7, p. 2451
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Beyond the Regret Minimization Barrier: Optimal Algorithms for Stochastic Strongly-Convex Optimization.
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- Journal of Machine Learning Research, 2014, v. 15, n. 7, p. 2489
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One-Shot-Learning Gesture Recognition using HOG-HOF Features.
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- Journal of Machine Learning Research, 2014, v. 15, n. 7, p. 2513
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Contextual Bandits with Similarity Information.
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- Journal of Machine Learning Research, 2014, v. 15, n. 7, p. 2533
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Boosting Algorithms for Detector Cascade Learning.
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- Journal of Machine Learning Research, 2014, v. 15, n. 7, p. 2569
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Efficient and Accurate Methods for Updating Generalized Linear Models with Multiple Feature Additions.
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- Journal of Machine Learning Research, 2014, v. 15, n. 7, p. 2607
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Pattern Alternating Maximization Algorithm for Missing Data in High-Dimensional Problems.
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- Journal of Machine Learning Research, 2014, v. 15, n. 6, p. 1903
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