PAC-Bayes Generalization Certificates for Learned Inductive Conformal
Prediction

PAC-Bayes Generalization Certificates for Learned Inductive Conformal Prediction

7 December 2023

Anirudha Majumdar

Papers citing "PAC-Bayes Generalization Certificates for Learned Inductive Conformal Prediction"

8 / 8 papers shown

Title
Egocentric Conformal Prediction for Safe and Efficient Navigation in Dynamic Cluttered Environments Jaeuk Shin Jungjin Lee Insoon Yang 54 0 0 01 Apr 2025
Formal Verification and Control with Conformal Prediction Lars Lindemann Yiqi Zhao Xinyi Yu George J. Pappas Jyotirmoy V. Deshmukh 55 12 0 31 Aug 2024
Bridging Model Heterogeneity in Federated Learning via Uncertainty-based Asymmetrical Reciprocity Learning Jiaqi Wang Chenxu Zhao Lingjuan Lyu Quanzeng You Mengdi Huai Fenglong Ma FedML 26 3 0 03 Jul 2024
PAC-Bayes Analysis for Recalibration in Classification Masahiro Fujisawa Futoshi Futami 22 0 0 10 Jun 2024
Single Trajectory Conformal Prediction Brian Lee Nikolai Matni 32 2 0 03 Jun 2024
Generalization and Informativeness of Conformal Prediction Matteo Zecchin Sangwoo Park Osvaldo Simeone Fredrik Hellström 32 6 0 22 Jan 2024
Learning PAC-Bayes Priors for Probabilistic Neural Networks Maria Perez-Ortiz Omar Rivasplata Benjamin Guedj M. Gleeson Jingyu Zhang John Shawe-Taylor M. Bober J. Kittler UQCV 43 31 0 21 Sep 2021
A General Framework for the Practical Disintegration of PAC-Bayesian Bounds Paul Viallard Pascal Germain Amaury Habrard Emilie Morvant UQCV 21 11 0 17 Feb 2021