Probability

Simultaneous Inference for Pairwise Graphical Models with Generalized Score Matching JMLR 2020 Sinkhorn Barycenter via Functional Gradient Descent NeurIPS 2020 Statistical and Topological Properties of Sliced Probability Divergences NeurIPS 2020 Statistical Estimation of the Poincaré constant and Application to Sampling Multimodal Distributions AISTATS 2020 SVGD as a kernelized Wasserstein gradient flow of the chi-squared divergence NeurIPS 2020 TellTail: Fast Scoring and Detection of Dense Subgraphs AAAI 2020 Testing Determinantal Point Processes NeurIPS 2020 The All-or-Nothing Phenomenon in Sparse Tensor PCA NeurIPS 2020 The Fast Loaded Dice Roller: A Near-Optimal Exact Sampler for Discrete Probability Distributions AISTATS 2020 The Flajolet-Martin Sketch Itself Preserves Differential Privacy: Private Counting with Minimal Space NeurIPS 2020 The Potts-Ising model for discrete multivariate data NeurIPS 2020 Tight Bounds on Minimax Regret under Logarithmic Loss via Self-Concordance ICML 2020 Time Series Analysis using a Kernel based Multi-Modal Uncertainty Decomposition Framework UAI 2020 Uncertainty Quantification for Inferring Hawkes Networks NeurIPS 2020 Understanding Anomaly Detection with Deep Invertible Networks through Hierarchies of Distributions and Features NeurIPS 2020 UoR at SemEval-2020 Task 8: Gaussian Mixture Modelling (GMM) Based Sampling Approach for Multi-modal Memotion Analysis SemEval 2020 Worst-Case Analysis for Randomly Collected Data NeurIPS 2020 Accelerated Flow for Probability Distributions ICML 2019 Affine Invariant Covariance Estimation for Heavy-Tailed Distributions COLT 2019 A General Framework for Symmetric Property Estimation NeurIPS 2019 A Higher-Order Kolmogorov-Smirnov Test AISTATS 2019 A minimax near-optimal algorithm for adaptive rejection sampling ALT 2019 An Equivalence between Wagering and Fair-Division Mechanisms AAAI 2019 A Path Signature Approach for Speech Emotion Recognition Interspeech 2019 A Polynomial Time MCMC Method for Sampling from Continuous Determinantal Point Processes ICML 2019