Prediction Sets Adaptive to Unknown Covariate Shift

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Prediction Sets Adaptive to Unknown Covariate Shift

11 March 2022

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Papers citing "Prediction Sets Adaptive to Unknown Covariate Shift"

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Title
Singleton-Optimized Conformal Prediction Tao Wang Yan Sun Edgar Dobriban 20 0 0 28 Sep 2025
Statistical Methods in Generative AI Edgar Dobriban 80 3 0 08 Sep 2025
TabPFN: One Model to Rule Them All? Qiong Zhang Yan Shuo Tan Qinglong Tian Pengfei Li 102 4 0 26 May 2025
Kandinsky Conformal Prediction: Beyond Class- and Covariate-Conditional Coverage Konstantina Bairaktari Jiayun Wu Zhiwei Steven Wu 183 1 0 24 Feb 2025
Conformal Prediction: A Data Perspective Xiaofan Zhou Baiting Chen Yu Gui Lu Cheng 1.3K 14 0 09 Oct 2024
Distribution-Free Predictive Inference under Unknown Temporal Drift Elise Han Chengpiao Huang Kaizheng Wang 103 0 0 10 Jun 2024
SymmPI: Predictive Inference for Data with Group Symmetries Guang Cheng Mengxin Yu 189 6 0 26 Dec 2023
Prompt Risk Control: A Rigorous Framework for Responsible Deployment of Large Language Models Thomas P. Zollo Todd Morrill Zhun Deng Jake C. Snell T. Pitassi Richard Zemel 166 11 0 22 Nov 2023
PAC Prediction Sets Under Label Shift Wenwen Si Sangdon Park Insup Lee Guang Cheng Osbert Bastani 131 12 0 19 Oct 2023
Efficient and Multiply Robust Risk Estimation under General Forms of Dataset Shift Hongxiang Qiu E. T. Tchetgen Guang Cheng OOD 190 9 0 28 Jun 2023
Training-conditional coverage for distribution-free predictive inference Michael Bian Rina Foygel Barber 134 29 0 07 May 2022