statistical inference

Adapting Lightweight Image-based Counting Models for Video Crowd Counting CVPR 2026 Information-computation gaps in quantum learning via low-degree likelihood COLT 2026 PRECISE: Reducing the Bias of LLM Evaluations Using Prediction-Powered Ranking Estimation AAAI 2026 Robust Weighted Triangulation of Causal Effects Under Model Uncertainty UAI 2026 Assumption-lean and data-adaptive post-prediction inference JMLR 2025 Automated L2 Proficiency Scoring: Weak Supervision, Large Language Models, and Statistical Guarantees ACL 2025 Benchmarking Debiasing Methods for LLM-based Parameter Estimates EMNLP 2025 Best Linear Unbiased Estimate from Privatized Contingency Tables JMLR 2025 Calibrated Inference: Statistical Inference that Accounts for Both Sampling Uncertainty and Distributional Uncertainty JMLR 2025 Can Unconfident LLM Annotations Be Used for Confident Conclusions? NAACL 2025 Constructing Confidence Intervals for Average Treatment Effects from Multiple Datasets ICLR 2025 Differentially Private Bootstrap: New Privacy Analysis and Inference Strategies JMLR 2025 Off-Policy Evaluation under Nonignorable Missing Data ICML 2025 On Inference for the Support Vector Machine JMLR 2025 Statistical Inference of Constrained Stochastic Optimization via Sketched Sequential Quadratic Programming JMLR 2025 Statistical inference on black-box generative models in the data kernel perspective space ACL 2025 Wasserstein F-tests for Frechet regression on Bures-Wasserstein manifolds JMLR 2025 Analysis of Differentially Private Synthetic Data: A Measurement Error Approach AAAI 2024 Approximate Information Tests on Statistical Submanifolds JMLR 2024 CAD-DA: Controllable Anomaly Detection after Domain Adaptation by Statistical Inference AISTATS 2024 Conformalized Multiple Testing after Data-dependent Selection NeurIPS 2024 Data Thinning for Convolution-Closed Distributions JMLR 2024 Debiasing Synthetic Data Generated by Deep Generative Models NeurIPS 2024 Effectiveness of Constant Stepsize in Markovian LSA and Statistical Inference AAAI 2024 Neural Conditional Probability for Uncertainty Quantification NeurIPS 2024