Statistics

Uniform Convergence Rates for Kernel Density Estimation ICML 2017 Vowel and Consonant Sequences in three Bavarian Dialects of Austria Interspeech 2017 When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, ℓ_2-consistency and Neuroscience Applications ICML 2017 A Comparative Study for Single Image Blind Deblurring CVPR 2016 Acoustic Analysis of Syllables Across Indian Languages Interspeech 2016 A General Framework for Consistency of Principal Component Analysis JMLR 2016 A Kernel Test of Goodness of Fit ICML 2016 A Locally Adaptive Normal Distribution NeurIPS 2016 Analysis of Variational Bayesian Factorizations for Sparse and Low-Rank Estimation ICML 2016 Analyzing the Contribution of Top-Down Lexical and Bottom-Up Acoustic Cues in the Detection of Sentence Prominence Interspeech 2016 Analyzing the Relation Between Overall Quality and the Quality of Individual Phases in a Telephone Conversation Interspeech 2016 Augmentable Gamma Belief Networks JMLR 2016 Automatic Analysis of Phonetic Speech Style Dimensions Interspeech 2016 Average-case hardness of RIP certification NeurIPS 2016 Beyond CCA: Moment Matching for Multi-View Models ICML 2016 Breaking the Bandwidth Barrier: Geometrical Adaptive Entropy Estimation NeurIPS 2016 Choice of V for V-Fold Cross-Validation in Least-Squares Density Estimation JMLR 2016 Coda Stop and Taiwan Min Checked Tone Sound Changes Interspeech 2016 Combining Data-Oriented and Process-Oriented Approaches to Modeling Reaction Time Data Interspeech 2016 Comparing Different Methods for Analyzing ERP Signals Interspeech 2016 Consistent Distribution-Free K-Sample and Independence Tests for Univariate Random Variables JMLR 2016 Consistent Kernel Mean Estimation for Functions of Random Variables NeurIPS 2016 Control Functionals for Quasi-Monte Carlo Integration AISTATS 2016 Covariance-based Clustering in Multivariate and Functional Data Analysis JMLR 2016 Density Estimation via Discrepancy Based Adaptive Sequential Partition NeurIPS 2016