Retrain or not retrain: Conformal test martingales for change-point
detection

Retrain or not retrain: Conformal test martingales for change-point detection

20 February 2021

Ernst Ahlberg Helgee

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Papers citing "Retrain or not retrain: Conformal test martingales for change-point detection"

16 / 16 papers shown

Title
On Continuous Monitoring of Risk Violations under Unknown Shift Alexander Timans Rajeev Verma Eric T. Nalisnick C. A. Naesseth 31 0 0 19 Jun 2025
Beyond Conformal Predictors: Adaptive Conformal Inference with Confidence Predictors Johan Hallberg Szabadvary Tuwe Löfström 86 0 0 23 Sep 2024
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
Temporal Generalization Estimation in Evolving Graphs Bin Lu Tingyan Ma Xiaoying Gan Xinbing Wang Yunqiang Zhu Cheng Zhou Shiyu Liang 65 1 0 07 Apr 2024
Towards Practicable Sequential Shift Detectors Oliver Cobb A. V. Looveren 71 0 0 27 Jul 2023
Evaluating Machine Translation Quality with Conformal Predictive Distributions Patrizio Giovannotti UQLM 105 7 0 02 Jun 2023
Online Distribution Shift Detection via Recency Prediction Rachel Luo Rohan Sinha Yixiao Sun Ali Hindy Shengjia Zhao Silvio Savarese Edward Schmerling Marco Pavone 91 10 0 17 Nov 2022
Tracking the risk of a deployed model and detecting harmful distribution shifts Aleksandr Podkopaev Aaditya Ramdas 121 27 0 12 Oct 2021
A unified framework for bandit multiple testing Ziyu Xu Ruodu Wang Aaditya Ramdas 59 18 0 15 Jul 2021
Test for non-negligible adverse shifts Vathy M. Kamulete 79 4 0 07 Jul 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
Testing exchangeability: fork-convexity, supermartingales, and e-processes Aaditya Ramdas Johannes Ruf Martin Larsson Wouter M. Koolen 179 64 0 01 Feb 2021
Conformal prediction for time series Chen Xu Yao Xie AI4TS 153 37 0 18 Oct 2020