Cross-Prediction-Powered Inference

Cross-Prediction-Powered Inference

28 September 2023

Emmanuel J. Candès

Papers citing "Cross-Prediction-Powered Inference"

17 / 17 papers shown

Title
Generalization Bounds and Stopping Rules for Learning with Self-Selected Data Julian Rodemann James Bailie SSL 37 1 0 12 May 2025
AI-Powered Bayesian Inference Veronika Rockova Sean O'Hagan 54 0 0 26 Feb 2025
FAB-PPI: Frequentist, Assisted by Bayes, Prediction-Powered Inference Stefano Cortinovis François Caron 71 0 0 04 Feb 2025
Constructing Confidence Intervals for Average Treatment Effects from Multiple Datasets Yuxin Wang Maresa Schröder Dennis Frauen J. Schweisthal Konstantin Hess Stefan Feuerriegel CML 67 0 0 16 Dec 2024
Semi-Supervised Risk Control via Prediction-Powered Inference Bat-Sheva Einbinder Liran Ringel Yaniv Romano 74 0 0 15 Dec 2024
Another look at inference after prediction Jessica L. Gronsbell Jianhui Gao Yaqi Shi Z. McCaw David Cheng 65 0 0 29 Nov 2024
ipd: An R Package for Conducting Inference on Predicted Data Stephen Salerno J. Miao Awan Afiaz Kentaro Hoffman Anna Neufeld Qiongshi Lu Tyler H. McCormick J. Leek 17 1 0 12 Oct 2024
A Framework for Efficient Model Evaluation through Stratification, Sampling, and Estimation Riccardo Fogliato Pratik Patil Mathew Monfort Pietro Perona 20 1 0 11 Jun 2024
Stratified Prediction-Powered Inference for Hybrid Language Model Evaluation Adam Fisch Joshua Maynez R. A. Hofer Bhuwan Dhingra Amir Globerson William W. Cohen 34 7 0 06 Jun 2024
Task-Agnostic Machine Learning-Assisted Inference J. Miao Qiongshi Lu 18 4 0 30 May 2024
A Note on the Prediction-Powered Bootstrap Tijana Zrnic 17 3 0 28 May 2024
Smoke and Mirrors in Causal Downstream Tasks Riccardo Cadei Lukas Lindorfer Sylvia Cremer Cordelia Schmid Francesco Locatello CML 23 3 0 27 May 2024
Active Statistical Inference Tijana Zrnic Emmanuel J. Candès 19 10 0 05 Mar 2024
Prediction-Powered Ranking of Large Language Models Ivi Chatzi Eleni Straitouri Suhas Thejaswi Manuel Gomez Rodriguez ALM 29 5 0 27 Feb 2024
Prediction De-Correlated Inference: A safe approach for post-prediction inference Feng Gan Wanfeng Liang Changliang Zou 13 0 0 11 Dec 2023
Semi-Supervised Quantile Estimation: Robust and Efficient Inference in High Dimensional Settings Abhishek Chakrabortty Guorong Dai Ray Carroll 11 8 0 25 Jan 2022
A Generalizable and Accessible Approach to Machine Learning with Global Satellite Imagery Esther Rolf J. Proctor T. Carleton I. Bolliger Vaishaal Shankar Miyabi Ishihara Benjamin Recht S. Hsiang 80 120 0 16 Oct 2020