← Mathematics & Optimization
Mathematics & Optimization ›

Statistics

264 directly classified papers

Subtopics

Statistics (122)

Papers per year

Papers

Refined Convergence Rates for Maximum Likelihood Estimation under Finite Mixture Models ICML 2022
Online Control of the False Discovery Rate under "Decision Deadlines" AISTATS 2022
Efficient Aggregated Kernel Tests using Incomplete $U$-statistics NIPS 2022
Signature Moments to Characterize Laws of Stochastic Processes JMLR 2022
Network Regression with Graph Laplacians JMLR 2022
Asymptotics of Ridge(less) Regression under General Source Condition AISTATS 2021
Non-parametric Quantile Regression via the K-NN Fused Lasso JMLR 2021
Inference In High-dimensional Single-Index Models Under Symmetric Designs JMLR 2021
High-Dimensional Multi-Task Averaging and Application to Kernel Mean Embedding AISTATS 2021
Adaptive estimation of nonparametric functionals JMLR 2021
Mixture Martingales Revisited with Applications to Sequential Tests and Confidence Intervals JMLR 2021
Robust Density Estimation from Batches: The Best Things in Life are (Nearly) Free ICML 2021
On the Optimality of Kernel-Embedding Based Goodness-of-Fit Tests JMLR 2021
Testing Conditional Independence via Quantile Regression Based Partial Copulas JMLR 2021
Learning Partially Observed Linear Dynamical Systems from Logarithmic Number of Samples L4DC 2021
Dynamic COVID risk assessment accounting for community virus exposure from a spatial-temporal transmission model NIPS 2021
Cramér-Rao Lower Bound for DOA Estimation with an Array of Directional Microphones in Reverberant Environments INTERSPEECH 2021
From Behavioral Theories to Econometrics: Inferring Preferences of Human Agents from Data on Repeated Interactions AAAI 2021
Breaking the Curse of Nonregularity with Subagging --- Inference of the Mean Outcome under Optimal Treatment Regimes JMLR 2020
Optimality, Accuracy, and Efficiency of an Exact Functional Test IJCAI 2020
Guaranteed Validity for Empirical Approaches to Adaptive Data Analysis AISTATS 2020
Minimax Rate for Learning From Pairwise Comparisons in the BTL Model ICML 2020
Domain Compression and its Application to Randomness-Optimal Distributed Goodness-of-Fit COLT 2020
Kernel Conditional Moment Test via Maximum Moment Restriction UAI 2020
Kriging Prediction with Isotropic Matern Correlations: Robustness and Experimental Designs JMLR 2020