Probability

Random Quadratic Forms with Dependence: Applications to Restricted Isometry and Beyond NeurIPS 2019 Replica Conditional Sequential Monte Carlo ICML 2019 Scheduling Jobs with Stochastic Processing Time on Parallel Identical Machines IJCAI 2019 Sharpness of the Satisfiability Threshold for Non-Uniform Random k-SAT IJCAI 2019 Sinkhorn Barycenters with Free Support via Frank-Wolfe Algorithm NeurIPS 2019 Space and Time Efficient Kernel Density Estimation in High Dimensions NeurIPS 2019 Speech Separation Using Independent Vector Analysis with an Amplitude Variable Gaussian Mixture Model Interspeech 2019 Stochastic Beams and Where To Find Them: The Gumbel-Top-k Trick for Sampling Sequences Without Replacement ICML 2019 Stochastic Deep Networks ICML 2019 Testing Symmetric Markov Chains Without Hitting COLT 2019 The non-parametric bootstrap and spectral analysis in moderate and high-dimension AISTATS 2019 The pywmi Framework and Toolbox for Probabilistic Inference using Weighted Model Integration IJCAI 2019 Tracking the New Zealand English NEAR/SQUARE Merger Using Functional Principal Components Analysis Interspeech 2019 Tree-Sliced Variants of Wasserstein Distances NeurIPS 2019 Uniform concentration and symmetrization for weak interactions COLT 2019 Universal Hypothesis Testing with Kernels: Asymptotically Optimal Tests for Goodness of Fit AISTATS 2019 Variance of Average Surprisal: A Better Predictor for Quality of Grammar from Unsupervised PCFG Induction ACL 2019 A Faster Approximation Algorithm for the Gibbs Partition Function COLT 2018 Algorithmic Linearly Constrained Gaussian Processes NeurIPS 2018 Aligning Infinite-Dimensional Covariance Matrices in Reproducing Kernel Hilbert Spaces for Domain Adaptation CVPR 2018 Analyzing Correlated Evolution of Multiple Features Using Latent Representations EMNLP 2018 A Note on Quickly Sampling a Sparse Matrix with Low Rank Expectation JMLR 2018 A Random Matrix Analysis and Improvement of Semi-Supervised Learning for Large Dimensional Data JMLR 2018 Asymptotic optimality of adaptive importance sampling NeurIPS 2018 Blind Deconvolutional Phase Retrieval via Convex Programming NeurIPS 2018