statistical inference

Revisiting inference after prediction JMLR 2023 Sharp thresholds in inference of planted subgraphs COLT 2023 Statistical Inference and A/B Testing for First-Price Pacing Equilibria ICML 2023 Statistical Inference for Fisher Market Equilibrium ICLR 2023 Statistical Inference for Noisy Incomplete Binary Matrix JMLR 2023 Statistical Inference on Multi-armed Bandits with Delayed Feedback ICML 2023 Statistically Valid Variable Importance Assessment through Conditional Permutations NeurIPS 2023 Using Imperfect Surrogates for Downstream Inference: Design-based Supervised Learning for Social Science Applications of Large Language Models NeurIPS 2023 A Distribution Free Conditional Independence Test with Applications to Causal Discovery JMLR 2022 Asymptotic Analysis of Sampling Estimators for Randomized Numerical Linear Algebra Algorithms JMLR 2022 Centroid Approximation for Bootstrap: Improving Particle Quality at Inference ICML 2022 Communication-Constrained Distributed Quantile Regression with Optimal Statistical Guarantees JMLR 2022 Detection and Localization of Changes in Conditional Distributions NeurIPS 2022 Distributed Bootstrap for Simultaneous Inference Under High Dimensionality JMLR 2022 DoubleML - An Object-Oriented Implementation of Double Machine Learning in Python JMLR 2022 Encoding Probabilistic Graphical Models into Stochastic Boolean Satisfiability IJCAI 2022 Error-Based Knockoffs Inference for Controlled Feature Selection AAAI 2022 FuDGE: A Method to Estimate a Functional Differential Graph in a High-Dimensional Setting JMLR 2022 Network change point localisation under local differential privacy NeurIPS 2022 Off-Policy Fitted Q-Evaluation with Differentiable Function Approximators: Z-Estimation and Inference Theory ICML 2022 Recovering the Propensity Score from Biased Positive Unlabeled Data AAAI 2022 Statistical inference with implicit SGD: proximal Robbins-Monro vs. Polyak-Ruppert ICML 2022 The MultiBERTs: BERT Reproductions for Robustness Analysis ICLR 2022 Tree-Values: Selective Inference for Regression Trees JMLR 2022 What's the Harm? Sharp Bounds on the Fraction Negatively Affected by Treatment NeurIPS 2022