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Statistical Learning

4076 directly classified papers

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Stratified Sampling Meets Machine Learning ICML 2016
Discrete Distribution Estimation under Local Privacy ICML 2016
Square Root Graphical Models: Multivariate Generalizations of Univariate Exponential Families that Permit Positive Dependencies ICML 2016
Estimation from Indirect Supervision with Linear Moments ICML 2016
A Kernel Test of Goodness of Fit ICML 2016
Conditional Dependence via Shannon Capacity: Axioms, Estimators and Applications ICML 2016
Power of Ordered Hypothesis Testing ICML 2016
Correlated-PCA: Principal Components' Analysis when Data and Noise are Correlated NIPS 2016
Doubly Robust Off-policy Value Evaluation for Reinforcement Learning ICML 2016
Data-Efficient Off-Policy Policy Evaluation for Reinforcement Learning ICML 2016
EcoICA: Skewness-based ICA via Eigenvectors of Cumulant Operator ACML 2016
Learning from Survey Training Samples: Rate Bounds for Horvitz-Thompson Risk Minimizers ACML 2016
Regime Aware Learning PGM 2016
The Statistical Performance of Collaborative Inference JMLR 2016
Measuring Dependence Powerfully and Equitably JMLR 2016
Likelihood Ratio Calculation in Acoustic-Phonetic Forensic Voice Comparison: Comparison of Three Statistical Modelling Approaches INTERSPEECH 2016
Comparing Different Methods for Analyzing ERP Signals INTERSPEECH 2016
Estimation of Children’s Physical Characteristics from Their Voices INTERSPEECH 2016
Data Selection for Within-Class Covariance Estimation INTERSPEECH 2016
Model Integration for HMM- and DNN-Based Speech Synthesis Using Product-of-Experts Framework INTERSPEECH 2016
Adaptive Learning with Robust Generalization Guarantees COLT 2016
Memory, Communication, and Statistical Queries COLT 2016
A Paradigm for Building Generalized Models of Human Image Perception Through Data Fusion CVPR 2016
Fast learning rates with heavy-tailed losses NIPS 2016
Unsupervised Risk Estimation Using Only Conditional Independence Structure NIPS 2016