Statistics

Tests of Mutual or Serial Independence of Random Vectors with Applications JMLR 2017 A Kernelized Stein Discrepancy for Goodness-of-fit Tests ICML 2016 A Kernel Test of Goodness of Fit ICML 2016 An equivalence between high dimensional Bayes optimal inference and M-estimation NeurIPS 2016 Comparing Different Methods for Analyzing ERP Signals Interspeech 2016 Density Estimation via Discrepancy Based Adaptive Sequential Partition NeurIPS 2016 ERRATA: On the Estimation of the Gradient Lines of a Density and the Consistency of the Mean-Shift Algorithm JMLR 2016 Estimating Maximum Expected Value through Gaussian Approximation ICML 2016 Estimating the Size of a Large Network and its Communities from a Random Sample NeurIPS 2016 Exemplar Dynamics in Phonetic Convergence of Speech Rate Interspeech 2016 Finite-Sample Analysis of Fixed-k Nearest Neighbor Density Functional Estimators NeurIPS 2016 Kernel Mean Shrinkage Estimators JMLR 2016 Local Maxima in the Likelihood of Gaussian Mixture Models: Structural Results and Algorithmic Consequences NeurIPS 2016 On Mixtures of Markov Chains NeurIPS 2016 On the Influence of Gender on Interruptions in Multiparty Dialogue Interspeech 2016 Parameter Estimation for Generalized Thurstone Choice Models ICML 2016 Pliable Rejection Sampling ICML 2016 Power of Ordered Hypothesis Testing ICML 2016 Total Variation Classes Beyond 1d: Minimax Rates, and the Limitations of Linear Smoothers NeurIPS 2016 Consistent estimation of dynamic and multi-layer block models ICML 2015 Covariance-Controlled Adaptive Langevin Thermostat for Large-Scale Bayesian Sampling NeurIPS 2015 Dealing with small data: On the generalization of context trees ICML 2015 Fast Two-Sample Testing with Analytic Representations of Probability Measures NeurIPS 2015 High Dimensional EM Algorithm: Statistical Optimization and Asymptotic Normality NeurIPS 2015 Joint Estimation of Multiple Precision Matrices with Common Structures JMLR 2015