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1,273 papers

Papers per year

2
10
42
121
35
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Papers

A Stein–Papangelou Goodness-of-Fit Test for Point Processes AISTATS 2019
Globally-convergent Iteratively Reweighted Least Squares for Robust Regression Problems AISTATS 2019
Vine copula structure learning via Monte Carlo tree search AISTATS 2019
Temporal Quilting for Survival Analysis AISTATS 2019
High-dimensional Mixed Graphical Model with Ordinal Data: Parameter Estimation and Statistical Inference AISTATS 2019
Universal Hypothesis Testing with Kernels: Asymptotically Optimal Tests for Goodness of Fit AISTATS 2019
A Family of Exact Goodness-of-Fit Tests for High-Dimensional Discrete Distributions AISTATS 2019
Data-dependent compression of random features for large-scale kernel approximation AISTATS 2019
Test without Trust: Optimal Locally Private Distribution Testing AISTATS 2019
The non-parametric bootstrap and spectral analysis in moderate and high-dimension AISTATS 2019
Knockoffs for the Mass: New Feature Importance Statistics with False Discovery Guarantees AISTATS 2019
Statistical Optimal Transport via Factored Couplings AISTATS 2019
Locally Private Mean Estimation: $Z$-test and Tight Confidence Intervals AISTATS 2019
A Higher-Order Kolmogorov-Smirnov Test AISTATS 2019
Precision Matrix Estimation with Noisy and Missing Data AISTATS 2019
Dimensionality Reduction and (Bucket) Ranking: a Mass Transportation Approach ALT 2019
A tight excess risk bound via a unified PAC-Bayesian–Rademacher–Shtarkov–MDL complexity ALT 2019
Sequential change-point detection: Laplace concentration of scan statistics and non-asymptotic delay bounds ALT 2019
Inference under Information Constraints: Lower Bounds from Chi-Square Contraction COLT 2019
Testing Mixtures of Discrete Distributions COLT 2019
Adaptively Tracking the Best Bandit Arm with an Unknown Number of Distribution Changes COLT 2019
Learning rates for Gaussian mixtures under group action COLT 2019
Faster Algorithms for High-Dimensional Robust Covariance Estimation COLT 2019
Fast Mean Estimation with Sub-Gaussian Rates COLT 2019
Testing Identity of Multidimensional Histograms COLT 2019