SymmPI: Predictive Inference for Data with Group Symmetries

26 December 2023

Papers citing "SymmPI: Predictive Inference for Data with Group Symmetries"

6 / 6 papers shown

Title
PAC Prediction Sets Under Label Shift Wenwen Si Sangdon Park Insup Lee Yan Sun Osbert Bastani 38 9 0 19 Oct 2023
PAC-Wrap: Semi-Supervised PAC Anomaly Detection Shuo Li Xiayan Ji Yan Sun O. Sokolsky Insup Lee 25 14 0 22 May 2022
Consistency of invariance-based randomization tests Yan Sun 30 19 0 25 Apr 2021
Few-shot Conformal Prediction with Auxiliary Tasks Adam Fisch Tal Schuster Tommi Jaakkola Regina Barzilay 184 53 0 17 Feb 2021
Distribution-Free, Risk-Controlling Prediction Sets Stephen Bates Anastasios Nikolas Angelopoulos Lihua Lei Jitendra Malik Michael I. Jordan OOD 181 186 0 07 Jan 2021
PAC Confidence Sets for Deep Neural Networks via Calibrated Prediction Sangdon Park Osbert Bastani Nikolai Matni Insup Lee UQCV 139 68 0 31 Dec 2019