Testing for concept shift online

28 December 2020

Papers citing "Testing for concept shift online"

10 / 10 papers shown

Title
A Conformal Predictive Measure for Assessing Catastrophic Forgetting Ioannis Pitsiorlas Nour Jamoussi Marios Kountouris 90 0 0 15 May 2025
Efficient Learning Under Density Shift in Incremental Settings Using Cramér-Rao-Based Regularization Behraj Khan Behroz Mirza Nouman Durrani T. Syed 149 0 0 18 Feb 2025
Protected Test-Time Adaptation via Online Entropy Matching: A Betting Approach Yarin Bar Shalev Shaer Yaniv Romano TTA OOD 134 5 0 14 Aug 2024
Diagnostic Runtime Monitoring with Martingales Ali Hindy Rachel Luo Somrita Banerjee Jonathan Kuck Edward Schmerling Marco Pavone OOD 110 2 0 31 Jul 2024
A unified framework for dataset shift diagnostics Felipe Maia Polo Rafael Izbicki Evanildo G. Lacerda J. Ibieta-Jimenez R. Vicente 75 14 0 17 May 2022
Fair When Trained, Unfair When Deployed: Observable Fairness Measures are Unstable in Performative Prediction Settings Alan Mishler Niccolò Dalmasso 77 17 0 10 Feb 2022
Tracking the risk of a deployed model and detecting harmful distribution shifts Aleksandr Podkopaev Aaditya Ramdas 121 27 0 12 Oct 2021
Enhancement of prediction algorithms by betting V. Vovk 36 1 0 18 May 2021
Testing for Outliers with Conformal p-values Stephen Bates Emmanuel Candès Lihua Lei Yaniv Romano Matteo Sesia 176 144 0 16 Apr 2021
Conformal testing in a binary model situation V. Vovk 34 10 0 05 Apr 2021