Statistics

Testing Granger Non-Causality in Panels with Cross-Sectional Dependencies AISTATS 2022 The Correlation-assisted Missing Data Estimator JMLR 2022 The Franz-Parisi Criterion and Computational Trade-offs in High Dimensional Statistics NeurIPS 2022 The Price of Tolerance in Distribution Testing COLT 2022 Two-Sample Testing on Ranked Preference Data and the Role of Modeling Assumptions JMLR 2022 Uniform deconvolution for Poisson Point Processes JMLR 2022 Adaptive estimation of nonparametric functionals JMLR 2021 A Statistical Taylor Theorem and Extrapolation of Truncated Densities COLT 2021 Asymptotics of Ridge(less) Regression under General Source Condition AISTATS 2021 Cramér-Rao Lower Bound for DOA Estimation with an Array of Directional Microphones in Reverberant Environments Interspeech 2021 Deterministic Finite-Memory Bias Estimation COLT 2021 Dynamic COVID risk assessment accounting for community virus exposure from a spatial-temporal transmission model NeurIPS 2021 From Behavioral Theories to Econometrics: Inferring Preferences of Human Agents from Data on Repeated Interactions AAAI 2021 High-Dimensional Multi-Task Averaging and Application to Kernel Mean Embedding AISTATS 2021 Inference In High-dimensional Single-Index Models Under Symmetric Designs JMLR 2021 Learning Partially Observed Linear Dynamical Systems from Logarithmic Number of Samples L4DC 2021 Mixture Martingales Revisited with Applications to Sequential Tests and Confidence Intervals JMLR 2021 Non-parametric Quantile Regression via the K-NN Fused Lasso JMLR 2021 On the Optimality of Kernel-Embedding Based Goodness-of-Fit Tests JMLR 2021 Robust Density Estimation from Batches: The Best Things in Life are (Nearly) Free ICML 2021 Shape-Enforcing Operators for Generic Point and Interval Estimators of Functions JMLR 2021 Testing Conditional Independence via Quantile Regression Based Partial Copulas JMLR 2021 Adaptive Shrinkage Estimation for Streaming Graphs NeurIPS 2020 Bessel Smoothing and Multi-Distribution Property Estimation COLT 2020 Breaking the Curse of Nonregularity with Subagging --- Inference of the Mean Outcome under Optimal Treatment Regimes JMLR 2020