conftrace_
← Optimization & Theory
Machine Learning › Optimization & Theory ›

Statistics

684 papers

Papers per year

1
11
12
46
39
'05
'10
'15
'20
'25

Papers

Hardness of Identity Testing for Restricted Boltzmann Machines and Potts models COLT 2020
Computing Valid P-Values for Image Segmentation by Selective Inference CVPR 2020
Minimax Rate for Learning From Pairwise Comparisons in the BTL Model ICML 2020
Understanding the Curse of Horizon in Off-Policy Evaluation via Conditional Importance Sampling ICML 2020
Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making ICML 2020
Adaptive Estimator Selection for Off-Policy Evaluation ICML 2020
Multivariate Probability Calibration with Isotonic Bernstein Polynomials IJCAI 2020
Measuring the Discrepancy between Conditional Distributions: Methods, Properties and Applications IJCAI 2020
Distributed Feature Screening via Componentwise Debiasing JMLR 2020
Multiparameter Persistence Landscapes JMLR 2020
Kriging Prediction with Isotropic Matern Correlations: Robustness and Experimental Designs JMLR 2020
A Finite-Sample Deviation Bound for Stable Autoregressive Processes L4DC 2020
Kernel Conditional Moment Test via Maximum Moment Restriction UAI 2020
Testing Goodness of Fit of Conditional Density Models with Kernels UAI 2020
Optimal Statistical Hypothesis Testing for Social Choice UAI 2020
First order expansion of convex regularized estimators NIPS 2019
Power analysis of knockoff filters for correlated designs NIPS 2019
Comparing distributions: $\ell_1$ geometry improves kernel two-sample testing NIPS 2019
Conformalized Quantile Regression NIPS 2019
Copula Multi-label Learning NIPS 2019
Differentially Private Algorithms for Learning Mixtures of Separated Gaussians NIPS 2019
Minimax Optimal Estimation of Approximate Differential Privacy on Neighboring Databases NIPS 2019
Unified Sample-Optimal Property Estimation in Near-Linear Time NIPS 2019
Learning Distributions Generated by One-Layer ReLU Networks NIPS 2019
Quantum Entropy Scoring for Fast Robust Mean Estimation and Improved Outlier Detection NIPS 2019