PPI++: Efficient Prediction-Powered Inference

2 November 2023

Papers citing "PPI++: Efficient Prediction-Powered Inference"

24 / 24 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
Validating LLM-as-a-Judge Systems in the Absence of Gold Labels Luke M. Guerdan Solon Barocas Kenneth Holstein Hanna M. Wallach Zhiwei Steven Wu Alexandra Chouldechova ALM ELM 165 0 0 13 Mar 2025
AI-Powered Bayesian Inference Veronika Rockova Sean O'Hagan 54 0 0 26 Feb 2025
Context-Aware Doubly-Robust Semi-Supervised Learning Clement Ruah Houssem Sifaou Osvaldo Simeone Bashir M. Al-Hashimi 58 0 0 24 Feb 2025
Accelerating Unbiased LLM Evaluation via Synthetic Feedback Zhaoyi Zhou Yuda Song Andrea Zanette ALM 68 0 0 14 Feb 2025
FAB-PPI: Frequentist, Assisted by Bayes, Prediction-Powered Inference Stefano Cortinovis François Caron 73 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
Auto-Evaluation with Few Labels through Post-hoc Regression Benjamin Eyre David Madras 61 1 0 19 Nov 2024
Limits to scalable evaluation at the frontier: LLM as Judge won't beat twice the data Florian E. Dorner Vivian Y. Nastl Moritz Hardt ELM ALM 35 5 0 17 Oct 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 21 1 0 12 Oct 2024
Local Prediction-Powered Inference Yanwu Gu Dong Xia 29 0 0 26 Sep 2024
A Framework for Efficient Model Evaluation through Stratification, Sampling, and Estimation Riccardo Fogliato Pratik Patil Mathew Monfort Pietro Perona 22 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 24 4 0 30 May 2024
A Note on the Prediction-Powered Bootstrap Tijana Zrnic 22 3 0 28 May 2024
AutoEval Done Right: Using Synthetic Data for Model Evaluation Pierre Boyeau Anastasios Nikolas Angelopoulos N. Yosef Jitendra Malik Michael I. Jordan SyDa 23 14 0 09 Mar 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
Do We Really Even Need Data? Kentaro Hoffman Stephen Salerno Awan Afiaz J. Leek Tyler H. McCormick 17 4 0 14 Jan 2024
Prediction De-Correlated Inference: A safe approach for post-prediction inference Feng Gan Wanfeng Liang Changliang Zou 13 0 0 11 Dec 2023
Assumption-lean and Data-adaptive Post-Prediction Inference J. Miao Xinran Miao Yixuan Wu Jiwei Zhao Qiongshi Lu 11 11 0 23 Nov 2023
Cross-Prediction-Powered Inference Tijana Zrnic Emmanuel J. Candès 35 23 0 28 Sep 2023