On the Expected Size of Conformal Prediction Sets

On the Expected Size of Conformal Prediction Sets

12 June 2023

Guneet Singh Dhillon

George Deligiannidis

Papers citing "On the Expected Size of Conformal Prediction Sets"

9 / 9 papers shown

Title
Regression Conformal Prediction under Bias Matt Y. Cheung Tucker J. Netherton Laurence E. Court Ashok Veeraraghavan Guha Balakrishnan 23 0 0 07 Oct 2024
Data-Adaptive Tradeoffs among Multiple Risks in Distribution-Free Prediction Drew T. Nguyen Reese Pathak Anastasios Nikolas Angelopoulos Stephen Bates Michael I. Jordan 35 1 0 28 Mar 2024
Generalization and Informativeness of Conformal Prediction Matteo Zecchin Sangwoo Park Osvaldo Simeone Fredrik Hellström 32 6 0 22 Jan 2024
On the Temperature of Bayesian Graph Neural Networks for Conformal Prediction Seohyeon Cha Honggu Kang Joonhyuk Kang 18 3 0 17 Oct 2023
Forking Uncertainties: Reliable Prediction and Model Predictive Control with Sequence Models via Conformal Risk Control Matteo Zecchin Sangwoo Park Osvaldo Simeone 28 15 0 16 Oct 2023
Quantum Conformal Prediction for Reliable Uncertainty Quantification in Quantum Machine Learning Sangwoo Park Osvaldo Simeone 19 9 0 06 Apr 2023
Consistent Accelerated Inference via Confident Adaptive Transformers Tal Schuster Adam Fisch Tommi Jaakkola Regina Barzilay AI4TS 184 69 0 18 Apr 2021
Few-shot Conformal Prediction with Auxiliary Tasks Adam Fisch Tal Schuster Tommi Jaakkola Regina Barzilay 181 53 0 17 Feb 2021
Cross-conformal predictors V. Vovk 123 196 0 03 Aug 2012