Improving Adaptive Conformal Prediction Using Self-Supervised Learning

23 February 2023

Papers citing "Improving Adaptive Conformal Prediction Using Self-Supervised Learning"

9 / 9 papers shown

Title
Relaxed Quantile Regression: Prediction Intervals for Asymmetric Noise T. Pouplin Alan Jeffares Nabeel Seedat Mihaela van der Schaar 422 3 0 05 Jun 2024
Predictive Inference with Feature Conformal Prediction Jiaye Teng Chuan Wen Dinghuai Zhang Yoshua Bengio Yang Gao Yang Yuan 86 27 0 01 Oct 2022
Data-SUITE: Data-centric identification of in-distribution incongruous examples Nabeel Seedat Jonathan Crabbé Mihaela van der Schaar OOD 50 14 0 17 Feb 2022
Bootstrap your own latent: A new approach to self-supervised Learning Jean-Bastien Grill Florian Strub Florent Altché Corentin Tallec Pierre Harvey Richemond ... M. G. Azar Bilal Piot Koray Kavukcuoglu Rémi Munos Michal Valko SSL 360 6,797 0 13 Jun 2020
Flexible distribution-free conditional predictive bands using density estimators Rafael Izbicki Gilson T. Shimizu R. Stern 372 77 0 12 Oct 2019
The limits of distribution-free conditional predictive inference Rina Foygel Barber Emmanuel J. Candès Aaditya Ramdas Robert Tibshirani UQCV 388 275 0 12 Mar 2019
Regression Conformal Prediction with Nearest Neighbours Harris Papadopoulos V. Vovk A. Gammerman 323 185 0 16 Jan 2014
Conditional validity of inductive conformal predictors V. Vovk 222 416 0 12 Sep 2012
A tutorial on conformal prediction Glenn Shafer V. Vovk 449 1,141 0 21 Jun 2007