Robust Conformal Prediction Using Privileged Information

10 January 2025

Papers citing "Robust Conformal Prediction Using Privileged Information"

20 / 20 papers shown

Title
CONSIGN: Conformal Segmentation Informed by Spatial Groupings via Decomposition Bruno Viti Elias Karabelas Martin Holler 171 0 0 20 May 2025
Conformal Prediction with Corrupted Labels: Uncertain Imputation and Robust Re-weighting Shai Feldman Stephen Bates Yaniv Romano 164 0 0 07 May 2025
Adaptive conformal classification with noisy labels Matteo Sesia Y. X. R. Wang Xin Tong 192 14 0 10 Sep 2023
Conformal Prediction with Missing Values Margaux Zaffran Aymeric Dieuleveut Julie Josse Yaniv Romano 167 21 0 05 Jun 2023
JAWS: Auditing Predictive Uncertainty Under Covariate Shift Drew Prinster Anqi Liu Suchi Saria 147 13 0 21 Jul 2022
Predictive Inference with Weak Supervision Maxime Cauchois Suyash Gupta Alnur Ali John C. Duchi 179 10 0 20 Jan 2022
Learning with Noisy Labels Revisited: A Study Using Real-World Human Annotations Jiaheng Wei Zhaowei Zhu Weiran Wang Tongliang Liu Gang Niu Yang Liu NoLa 125 252 0 22 Oct 2021
Robust Validation: Confident Predictions Even When Distributions Shift Maxime Cauchois Suyash Gupta Alnur Ali John C. Duchi OOD 120 94 0 10 Aug 2020
Conformal Inference of Counterfactuals and Individual Treatment Effects Lihua Lei Emmanuel J. Candès CML 165 194 0 11 Jun 2020
Classification with Valid and Adaptive Coverage Yaniv Romano Matteo Sesia Emmanuel J. Candès 387 324 0 03 Jun 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 493 42,407 0 03 Dec 2019
Nested conformal prediction and quantile out-of-bag ensemble methods Chirag Gupta Arun K. Kuchibhotla Aaditya Ramdas MQ 176 118 0 23 Oct 2019
Conformalized Quantile Regression Yaniv Romano Evan Patterson Emmanuel J. Candès 480 611 0 08 May 2019
Benchmarking Neural Network Robustness to Common Corruptions and Perturbations Dan Hendrycks Thomas G. Dietterich OOD VLM 172 3,431 0 28 Mar 2019
Conformal Prediction in Learning Under Privileged Information Paradigm with Applications in Drug Discovery N. Gauraha L. Carlsson O. Spjuth 67 7 0 29 Mar 2018
Causal Effect Inference with Deep Latent-Variable Models Christos Louizos Uri Shalit Joris Mooij David Sontag R. Zemel Max Welling CML BDL 204 743 0 24 May 2017
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 790 38,735 0 09 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,878 0 10 Dec 2015
Unifying distillation and privileged information David Lopez-Paz Léon Bottou Bernhard Schölkopf V. Vapnik FedML 165 462 0 11 Nov 2015
Cross-conformal predictors V. Vovk 511 202 0 03 Aug 2012