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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

Approximate Information Tests on Statistical Submanifolds JMLR 2024
Data Thinning for Convolution-Closed Distributions JMLR 2024
Debiasing Synthetic Data Generated by Deep Generative Models NIPS 2024
Task-Agnostic Machine-Learning-Assisted Inference NIPS 2024
CAD-DA: Controllable Anomaly Detection after Domain Adaptation by Statistical Inference AISTATS 2024
Conformalized Multiple Testing after Data-dependent Selection NIPS 2024
Stratified Prediction-Powered Inference for Effective Hybrid Evaluation of Language Models NIPS 2024
No time to waste: practical statistical contact tracing with few low-bit messages AISTATS 2023
On Distance and Kernel Measures of Conditional Dependence JMLR 2023
“Plus/minus the learning rate”: Easy and Scalable Statistical Inference with SGD AISTATS 2023
HiGrad: Uncertainty Quantification for Online Learning and Stochastic Approximation JMLR 2023
Differentially Private Hypothesis Testing for Linear Regression JMLR 2023
Inference for a Large Directed Acyclic Graph with Unspecified Interventions JMLR 2023
Geodesically convex $M$-estimation in metric spaces COLT 2023
Sharp thresholds in inference of planted subgraphs COLT 2023
Using Imperfect Surrogates for Downstream Inference: Design-based Supervised Learning for Social Science Applications of Large Language Models NIPS 2023
Differentially Private Statistical Inference through $\beta$-Divergence One Posterior Sampling NIPS 2023
Statistical Inference on Multi-armed Bandits with Delayed Feedback ICML 2023
Explainability as statistical inference ICML 2023
Statistically Valid Variable Importance Assessment through Conditional Permutations NIPS 2023
Statistical Inference and A/B Testing for First-Price Pacing Equilibria ICML 2023
Statistical Inference for Noisy Incomplete Binary Matrix JMLR 2023
False Discovery Proportion control for aggregated Knockoffs NIPS 2023
Confidence and Uncertainty Assessment for Distributional Random Forests JMLR 2023
Revisiting inference after prediction JMLR 2023