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Papers

On the Stability of System Rankings at WMT EMNLP 2021 Optimal Bounds between f-Divergences and Integral Probability Metrics JMLR 2021 Optimal Rates for Nonparametric Density Estimation under Communication Constraints NeurIPS 2021 Optimal Structured Principal Subspace Estimation: Metric Entropy and Minimax Rates JMLR 2021 PCA Initialization for Approximate Message Passing in Rotationally Invariant Models NeurIPS 2021 Post-Contextual-Bandit Inference NeurIPS 2021 Private and Non-private Uniformity Testing for Ranking Data NeurIPS 2021 Prosodic Accommodation in Face-to-Face and Telephone Dialogues Interspeech 2021 Quantifying and Reducing Bias in Maximum Likelihood Estimation of Structured Anomalies ICML 2021 Rank-one matrix estimation: analytic time evolution of gradient descent dynamics COLT 2021 Rate-Optimal Subspace Estimation on Random Graphs NeurIPS 2021 Refined Learning Bounds for Kernel and Approximate k-Means NeurIPS 2021 Robust Inference for High-Dimensional Linear Models via Residual Randomization ICML 2021 Robust Mean Estimation on Highly Incomplete Data with Arbitrary Outliers AISTATS 2021 Robust Testing and Estimation under Manipulation Attacks ICML 2021 Sequential Algorithms for Testing Closeness of Distributions NeurIPS 2021 SGD in the Large: Average-case Analysis, Asymptotics, and Stepsize Criticality COLT 2021 Sharp Impossibility Results for Hyper-graph Testing NeurIPS 2021 Simultaneous Change Point Inference and Structure Recovery for High Dimensional Gaussian Graphical Models JMLR 2021 SLOE: A Faster Method for Statistical Inference in High-Dimensional Logistic Regression NeurIPS 2021 Smooth p-Wasserstein Distance: Structure, Empirical Approximation, and Statistical Applications ICML 2021 Testing Product Distributions: A Closer Look ALT 2021 The Base Measure Problem and its Solution AISTATS 2021 The Complexity of Sparse Tensor PCA NeurIPS 2021 The Interaction of Word Complexity and Word Duration in an Agglutinative Language Interspeech 2021