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Statistical Learning

4076 directly classified papers

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Papers

Consistent Distribution-Free $K$-Sample and Independence Tests for Univariate Random Variables JMLR 2016
On Bayes Risk Lower Bounds JMLR 2016
Reconstructing Parameters of Spreading Models from Partial Observations NIPS 2016
Are Random Forests Truly the Best Classifiers? JMLR 2016
The Rhythmic Constraint on Prosodic Boundaries in Mandarin Chinese Based on Corpora of Silent Reading and Speech Perception INTERSPEECH 2016
Relative Contributions of Amplitude and Phase to the Intelligibility Advantage of Ideal Binary Masked Sentences INTERSPEECH 2016
Naturalness Judgement of L2 English Through Dubbing Practice INTERSPEECH 2016
Group MAD Competition - A New Methodology to Compare Objective Image Quality Models CVPR 2016
A Consistent Regularization Approach for Structured Prediction NIPS 2016
Interaction Screening: Efficient and Sample-Optimal Learning of Ising Models NIPS 2016
Supervised learning through the lens of compression NIPS 2016
Selective inference for group-sparse linear models NIPS 2016
The Effects of Modified Speech Styles on Intelligibility for Non-Native Listeners INTERSPEECH 2016
Consistency of Cheeger and Ratio Graph Cuts JMLR 2016
Learning Communities in the Presence of Errors COLT 2016
Consistent Estimation of Functions of Data Missing Non-Monotonically and Not at Random NIPS 2016
Quantized Random Projections and Non-Linear Estimation of Cosine Similarity NIPS 2016
The Multiple Quantile Graphical Model NIPS 2016
Fast ε-free Inference of Simulation Models with Bayesian Conditional Density Estimation NIPS 2016
Randomization and The Pernicious Effects of Limited Budgets on Auction Experiments AISTATS 2016
Maximum Likelihood for Variance Estimation in High-Dimensional Linear Models AISTATS 2016
Fast Saddle-Point Algorithm for Generalized Dantzig Selector and FDR Control with Ordered L1-Norm AISTATS 2016
Anchor-Free Correlated Topic Modeling: Identifiability and Algorithm NIPS 2016
Scalable Gaussian Processes for Characterizing Multidimensional Change Surfaces AISTATS 2016
Ordered Weighted L1 Regularized Regression with Strongly Correlated Covariates: Theoretical Aspects AISTATS 2016