Probabilistically robust conformal prediction

Probabilistically robust conformal prediction

31 July 2023

Subhankar Ghosh

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Papers citing "Probabilistically robust conformal prediction"

14 / 14 papers shown

Title
One Sample is Enough to Make Conformal Prediction Robust Soroush H. Zargarbashi Mohammad Sadegh Akhondzadeh Aleksandar Bojchevski 15 0 0 19 Jun 2025
Enhancing Adversarial Robustness with Conformal Prediction: A Framework for Guaranteed Model Reliability Jie Bao Chuangyin Dang Rui Luo Hanwei Zhang Zhixin Zhou AAML 20 1 0 09 Jun 2025
Efficient Robust Conformal Prediction via Lipschitz-Bounded Networks Thomas Massena Léo Andéol Thibaut Boissin Franck Mamalet Corentin Friedrich M. Serrurier Sébastien Gerchinovitz AAML 32 2 0 05 Jun 2025
Robust Conformal Prediction with a Single Binary Certificate Soroush H. Zargarbashi Aleksandar Bojchevski 102 2 0 07 Mar 2025
Game-Theoretic Defenses for Robust Conformal Prediction Against Adversarial Attacks in Medical Imaging Rui Luo Jie Bao Zhixin Zhou Chuangyin Dang MedIm AAML 250 7 0 07 Nov 2024
Conformal Prediction: A Data Perspective Xiaofan Zhou Baiting Chen Yu Gui Lu Cheng 1.0K 5 0 09 Oct 2024
Conformal Prediction for Causal Effects of Continuous Treatments Maresa Schröder Dennis Frauen Jonas Schweisthal Konstantin Heß Valentyn Melnychuk Stefan Feuerriegel 157 9 0 03 Jul 2024
Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration Yuanjie Shi Subhankar Ghosh Taha Belkhouja J. Doppa Yan Yan 88 2 0 10 Jun 2024
Verifiably Robust Conformal Prediction Linus Jeary Tom Kuipers Mehran Hosseini Nicola Paoletti AAML 89 6 0 29 May 2024
The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks Ziquan Liu Yufei Cui Yan Yan Yi Tian Xu Xiangyang Ji Xue Liu Antoni B. Chan AAML 97 5 0 14 May 2024
Provably Robust Conformal Prediction with Improved Efficiency Ge Yan Yaniv Romano Tsui-Wei Weng 98 16 0 30 Apr 2024
Robust Conformal Prediction under Distribution Shift via Physics-Informed Structural Causal Model Rui Xu Yue Sun Chao Chen Parv Venkitasubramaniam Sihong Xie OOD 58 2 0 22 Mar 2024
COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits Mintong Kang Nezihe Merve Gürel Linyi Li Yue Liu 95 5 0 17 Mar 2024
Out-of-Distribution Detection in Time-Series Domain: A Novel Seasonal Ratio Scoring Approach Taha Belkhouja Yan Yan J. Doppa OODD AI4TS 85 5 0 09 Jul 2022