Probability

Rate Optimal Estimation for High Dimensional Spatial Covariance Matrices ACML 2017 Recovering Probability Distributions from Missing Data ACML 2017 Removing Phase Transitions from Gibbs Measures AISTATS 2017 Robust and Scalable Bayes via a Median of Subset Posterior Measures JMLR 2017 Sampling from a log-concave distribution with compact support with proximal Langevin Monte Carlo COLT 2017 Scalable Generalized Linear Bandits: Online Computation and Hashing NeurIPS 2017 Social Attractiveness in Dialogs Interspeech 2017 Square Hellinger Subadditivity for Bayesian Networks and its Applications to Identity Testing COLT 2017 Statistical Inference for Incomplete Ranking Data: The Case of Rank-Dependent Coarsening ICML 2017 Student-t Process Regression with Student-t Likelihood IJCAI 2017 Submultiplicative Glivenko-Cantelli and Uniform Convergence of Revenues NeurIPS 2017 Tensor Balancing on Statistical Manifold ICML 2017 Testing Bayesian Networks COLT 2017 Tests of Mutual or Serial Independence of Random Vectors with Applications JMLR 2017 The Expxorcist: Nonparametric Graphical Models Via Conditional Exponential Densities NeurIPS 2017 Tractability in Structured Probability Spaces NeurIPS 2017 Uniform Convergence Rates for Kernel Density Estimation ICML 2017 Vowel and Consonant Sequences in three Bavarian Dialects of Austria Interspeech 2017 Weighted Model Integration with Orthogonal Transformations IJCAI 2017 XOR-Sampling for Network Design with Correlated Stochastic Events IJCAI 2017 Adaptive Concentration Inequalities for Sequential Decision Problems NeurIPS 2016 A Kernel Test of Goodness of Fit ICML 2016 A KL Divergence and DNN-Based Approach to Voice Conversion without Parallel Training Sentences Interspeech 2016 A Variational Approach to Path Estimation and Parameter Inference of Hidden Diffusion Processes JMLR 2016 Beyond Exchangeability: The Chinese Voting Process NeurIPS 2016