WATCH: Wasserstein Change Point Detection for High-Dimensional Time
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WATCH: Wasserstein Change Point Detection for High-Dimensional Time Series Data

18 January 2022

Roberto Corizzo

Nathalie Japkowicz

Papers citing "WATCH: Wasserstein Change Point Detection for High-Dimensional Time Series Data"

10 / 10 papers shown

Title
Unsupervised Assessment of Landscape Shifts Based on Persistent Entropy and Topological Preservation Sebastian Basterrech 38 0 0 05 Oct 2024
Estimating Environmental Cost Throughout Model's Adaptive Life Cycle Vishwesh Sangarya Richard M. Bradford Jung-Eun Kim 24 2 0 23 Jul 2024
A Self-Organizing Clustering System for Unsupervised Distribution Shift Detection Sebastian Basterrech Line Clemmensen Gerardo Rubino OOD 27 2 0 25 Apr 2024
Neural Stochastic Differential Equations with Change Points: A Generative Adversarial Approach Zhongchang Sun Yousef El-Laham Svitlana Vyetrenko AI4TS 11 2 0 20 Dec 2023
A Natural Gas Consumption Forecasting System for Continual Learning Scenarios based on Hoeffding Trees with Change Point Detection Mechanism Radek Svoboda Sebastian Basterrech Jedrzej Kozal Jan Platoš Michal Wo'zniak 16 3 0 07 Sep 2023
Adaptive Bernstein Change Detector for High-Dimensional Data Streams Marco Heyden Edouard Fouché Vadim Arzamasov Tanja Fenn Florian Kalinke Klemens Bohm 11 1 0 22 Jun 2023
A Domain-Agnostic Approach for Characterization of Lifelong Learning Systems Megan M. Baker Alexander New Mario Aguilar-Simon Ziad Al-Halah Sébastien M. R. Arnold ... Zifan Xu A. Yanguas-Gil Harel Yedidsion Shangqun Yu Gautam K. Vallabha 24 15 0 18 Jan 2023
System Design for an Integrated Lifelong Reinforcement Learning Agent for Real-Time Strategy Games Indranil Sur Z. Daniels Abrar Rahman Kamil Faber Gianmarco J. Gallardo ... Roberto Corizzo Ajay Divakaran M. Piacentino Jesse Hostetler Aswin Raghavan CLL OffRL 33 4 0 08 Dec 2022
Model-Free Generative Replay for Lifelong Reinforcement Learning: Application to Starcraft-2 Z. Daniels Aswin Raghavan Jesse Hostetler Abrar Rahman Indranil Sur M. Piacentino Ajay Divakaran CLL OffRL 26 12 0 09 Aug 2022
Maximum Mean Discrepancy on Exponential Windows for Online Change Detection Florian Kalinke Marco Heyden Edouard Fouché Klemens Bohm Klemens Böhm 24 0 0 25 May 2022