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Papers

Recursive Quantile Estimation: Non-Asymptotic Confidence Bounds JMLR 2023
Safe Sequential Testing and Effect Estimation in Stratified Count Data AISTATS 2023
Effects of perceived gender on the perceived social function of laughter INTERSPEECH 2023
Two-Sample Testing on Ranked Preference Data and the Role of Modeling Assumptions JMLR 2022
Network Regression with Graph Laplacians JMLR 2022
Metrics of Calibration for Probabilistic Predictions JMLR 2022
Least Squares Estimation using Sketched Data with Heteroskedastic Errors ICML 2022
Exact Paired-Permutation Testing for Structured Test Statistics NAACL 2022
A Unified Statistical Learning Model for Rankings and Scores with Application to Grant Panel Review JMLR 2022
Robust Sparse Mean Estimation via Sum of Squares COLT 2022
Refined Convergence Rates for Maximum Likelihood Estimation under Finite Mixture Models ICML 2022
Inferring Cause and Effect in the Presence of Heteroscedastic Noise ICML 2022
Uniform deconvolution for Poisson Point Processes JMLR 2022
Online Control of the False Discovery Rate under "Decision Deadlines" AISTATS 2022
Laplacian Constrained Precision Matrix Estimation: Existence and High Dimensional Consistency AISTATS 2022
A Completely Tuning-Free and Robust Approach to Sparse Precision Matrix Estimation ICML 2022
Testing Granger Non-Causality in Panels with Cross-Sectional Dependencies AISTATS 2022
One-bit Submission for Locally Private Quasi-MLE: Its Asymptotic Normality and Limitation AISTATS 2022
PAC Mode Estimation using PPR Martingale Confidence Sequences AISTATS 2022
Projected Statistical Methods for Distributional Data on the Real Line with the Wasserstein Metric JMLR 2022
Efficient Aggregated Kernel Tests using Incomplete $U$-statistics NIPS 2022
Signature Moments to Characterize Laws of Stochastic Processes JMLR 2022
Distributed Bootstrap for Simultaneous Inference Under High Dimensionality JMLR 2022
A new similarity measure for covariate shift with applications to nonparametric regression ICML 2022
The Correlation-assisted Missing Data Estimator JMLR 2022