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statistical inference

146 papers

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Co-occurring keywords

confidence interval (145) hypothesis testing (254) asymptotic normality (66) false discovery rate (75) bayesian inference (1904) uncertainty quantification (1365) parameter estimation (274) selective inference (20) differential privacy (1010) feature selection (649)

Papers

Geodesically convex $M$-estimation in metric spaces COLT 2023
What's the Harm? Sharp Bounds on the Fraction Negatively Affected by Treatment NIPS 2022
Detection and Localization of Changes in Conditional Distributions NIPS 2022
Network change point localisation under local differential privacy NIPS 2022
DoubleML - An Object-Oriented Implementation of Double Machine Learning in Python JMLR 2022
Statistical inference with implicit SGD: proximal Robbins-Monro vs. Polyak-Ruppert ICML 2022
Encoding Probabilistic Graphical Models into Stochastic Boolean Satisfiability IJCAI 2022
Recovering the Propensity Score from Biased Positive Unlabeled Data AAAI 2022
A Distribution Free Conditional Independence Test with Applications to Causal Discovery JMLR 2022
Off-Policy Fitted Q-Evaluation with Differentiable Function Approximators: Z-Estimation and Inference Theory ICML 2022
FuDGE: A Method to Estimate a Functional Differential Graph in a High-Dimensional Setting JMLR 2022
Distributed Bootstrap for Simultaneous Inference Under High Dimensionality JMLR 2022
Communication-Constrained Distributed Quantile Regression with Optimal Statistical Guarantees JMLR 2022
Tree-Values: Selective Inference for Regression Trees JMLR 2022
Centroid Approximation for Bootstrap: Improving Particle Quality at Inference ICML 2022
Error-Based Knockoffs Inference for Controlled Feature Selection AAAI 2022
Asymptotic Analysis of Sampling Estimators for Randomized Numerical Linear Algebra Algorithms JMLR 2022
Inference In High-dimensional Single-Index Models Under Symmetric Designs JMLR 2021
Bootstrapping Fitted Q-Evaluation for Off-Policy Inference ICML 2021
More Powerful and General Selective Inference for Stepwise Feature Selection using Homotopy Method ICML 2021
Dynamic Analysis of Higher-Order Coordination in Neuronal Assemblies via De-Sparsified Orthogonal Matching Pursuit NIPS 2021
Adversarially Robust Estimate and Risk Analysis in Linear Regression AISTATS 2021
Parametric Programming Approach for More Powerful and General Lasso Selective Inference AISTATS 2021
A Hybrid Approximation to the Marginal Likelihood AISTATS 2021
One-Round Communication Efficient Distributed M-Estimation AISTATS 2021