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1,273 papers

Papers per year

2
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42
121
35
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Papers

Development of the Siberian Ingrian Finnish Speech Corpus ACL 2022
Identity Testing of Reversible Markov Chains AISTATS 2022
Spiked Covariance Estimation from Modulo-Reduced Measurements AISTATS 2022
A Witness Two-Sample Test AISTATS 2022
Parametric Bootstrap for Differentially Private Confidence Intervals AISTATS 2022
DEANN: Speeding up Kernel-Density Estimation using Approximate Nearest Neighbor Search AISTATS 2022
Denoising and change point localisation in piecewise-constant high-dimensional regression coefficients AISTATS 2022
PAC Mode Estimation using PPR Martingale Confidence Sequences AISTATS 2022
Estimating Functionals of the Out-of-Sample Error Distribution in High-Dimensional Ridge Regression AISTATS 2022
Sensing Cox Processes via Posterior Sampling and Positive Bases AISTATS 2022
A Predictive Approach to Bayesian Nonparametric Survival Analysis AISTATS 2022
Minimax Kernel Machine Learning for a Class of Doubly Robust Functionals with Application to Proximal Causal Inference AISTATS 2022
Two-Sample Test with Kernel Projected Wasserstein Distance AISTATS 2022
Mode estimation on matrix manifolds: Convergence and robustness AISTATS 2022
Fundamental limits for rank-one matrix estimation with groupwise heteroskedasticity AISTATS 2022
On Learning Mixture Models with Sparse Parameters AISTATS 2022
Laplacian Constrained Precision Matrix Estimation: Existence and High Dimensional Consistency AISTATS 2022
Statistical Depth Functions for Ranking Distributions: Definitions, Statistical Learning and Applications AISTATS 2022
Testing Granger Non-Causality in Panels with Cross-Sectional Dependencies AISTATS 2022
Statistical and computational thresholds for the planted k-densest sub-hypergraph problem AISTATS 2022
Lower Bounds on the Total Variation Distance Between Mixtures of Two Gaussians ALT 2022
Analysis of Langevin Monte Carlo from Poincare to Log-Sobolev COLT 2022
Mirror Descent Strikes Again: Optimal Stochastic Convex Optimization under Infinite Noise Variance COLT 2022
Robust Estimation for Random Graphs COLT 2022
Optimal Mean Estimation without a Variance COLT 2022