Inductive Conformal Martingales for Change-Point Detection

11 June 2017

Papers citing "Inductive Conformal Martingales for Change-Point Detection"

26 / 26 papers shown

Title
On Continuous Monitoring of Risk Violations under Unknown Shift Alexander Timans Rajeev Verma Eric T. Nalisnick C. A. Naesseth 23 0 0 19 Jun 2025
Validity and efficiency of the conformal CUSUM procedure V. Vovk I. Nouretdinov A. Gammerman 71 0 0 04 Dec 2024
Diagnostic Runtime Monitoring with Martingales Ali Hindy Rachel Luo Somrita Banerjee Jonathan Kuck Edward Schmerling Marco Pavone OOD 102 2 0 31 Jul 2024
ICM Ensemble with Novel Betting Functions for Concept Drift Charalambos Eliades Harris Papadopoulos 36 0 0 22 Jun 2024
Conformal prediction for multi-dimensional time series by ellipsoidal sets Chen Xu Hanyang Jiang Yao Xie 176 20 0 06 Mar 2024
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
Game-theoretic statistics and safe anytime-valid inference Aaditya Ramdas Peter Grünwald V. Vovk Glenn Shafer 114 130 0 04 Oct 2022
Split Localized Conformal Prediction Xing Han Ziyang Tang Joydeep Ghosh Qiang Liu 90 19 0 27 Jun 2022
Anomalous Edge Detection in Edge Exchangeable Social Network Models Rui Luo Buddhika Nettasinghe Vikram Krishnamurthy 185 18 0 27 Sep 2021
A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification Anastasios Nikolas Angelopoulos Stephen Bates OOD 276 625 0 15 Jul 2021
Conformal Uncertainty Sets for Robust Optimization Chancellor Johnstone Bruce A. Cox 179 35 0 31 May 2021
Conformal prediction for time series Chen Xu Yao Xie AI4TS 153 37 0 18 Oct 2020
Adversarial Examples in Deep Learning for Multivariate Time Series Regression Gautam Raj Mode K. A. Hoque AAML AI4TS 72 58 0 24 Sep 2020
Smart, Adaptive Energy Optimization for Mobile Web Interactions Jie Ren Lu Yuan Petteri Nurmi Xiaoming Wang Miao Ma Ling Gao Zhanyong Tang Jie Zheng Zheng Wang 50 14 0 02 May 2020
Detecting Adversarial Examples in Learning-Enabled Cyber-Physical Systems using Variational Autoencoder for Regression Feiyang Cai Jiani Li X. Koutsoukos DRL 79 12 0 21 Mar 2020
Real-time Out-of-distribution Detection in Learning-Enabled Cyber-Physical Systems Feiyang Cai X. Koutsoukos OODD 184 76 0 28 Jan 2020
No Free Lunch But A Cheaper Supper: A General Framework for Streaming Anomaly Detection Ece Calikus Sławomir Nowaczyk A. SantÁnna O. Dikmen AI4TS 122 26 0 16 Sep 2019
Testing randomness V. Vovk 75 61 0 21 Jun 2019
Rare Failure Prediction via Event Matching for Aerospace Applications Evgeny Burnaev 37 6 0 28 May 2019
Usage of multiple RTL features for Earthquake prediction P. Proskura A. Zaytsev I. Braslavsky Evgenii Egorov Evgeny Burnaev 44 6 0 26 May 2019
Demand forecasting techniques for build-to-order lean manufacturing supply chains Rodrigo Rivera-Castro Ivan Nazarov Yuke Xiang Alexander Pletneev I. Maksimov Evgeny Burnaev AI4TS 15 8 0 20 May 2019
Learning Ensembles of Anomaly Detectors on Synthetic Data Dmitry Smolyakov N. Sviridenko Vladislav Ishimtsev Evgeny Burikov Eugeny Burnaev 60 13 0 20 May 2019
Boundary Loss for Remote Sensing Imagery Semantic Segmentation Alexey Bokhovkin Evgeny Burnaev 70 101 0 20 May 2019
Testing exchangeability with martingale for change-point detection Liang Dai Mohamed-Rafik Bouguelia 20 5 0 06 Oct 2018
Targeted change detection in remote sensing images V. Ignatiev A. Trekin V. Lobachev Georgy Potapov Evgeny Burnaev 95 17 0 14 Mar 2018
Satellite imagery analysis for operational damage assessment in Emergency situations A. Trekin G. Novikov Georgy Potapov V. Ignatiev Evgeny Burnaev 53 38 0 19 Feb 2018