DriftSurf: A Risk-competitive Learning Algorithm under Concept Drift

13 March 2020

Papers citing "DriftSurf: A Risk-competitive Learning Algorithm under Concept Drift"

7 / 7 papers shown

Title
Interpretable Model Drift Detection Pranoy Panda Kancheti Sai Srinivas V. Balasubramanian Gaurav Sinha 171 1 0 09 Mar 2025
The UCR Time Series Archive Hoang Anh Dau A. Bagnall Kaveh Kamgar Chin-Chia Michael Yeh Yan Zhu Shaghayegh Gharghabi C. Ratanamahatana Eamonn Keogh 50 828 0 17 Oct 2018
Handling Concept Drift via Model Reuse Peng Zhao Le-Wen Cai Zhi Zhou 29 56 0 08 Sep 2018
McDiarmid Drift Detection Methods for Evolving Data Streams Ali Pesaranghader H. Viktor E. Paquet 81 64 0 05 Oct 2017
Concept Drift Adaptation by Exploiting Historical Knowledge Yu Sun K. Tang Zexuan Zhu Xin Yao CLL 48 117 0 12 Feb 2017
Tracking Slowly Moving Clairvoyant: Optimal Dynamic Regret of Online Learning with True and Noisy Gradient Tianbao Yang Lijun Zhang Rong Jin Jinfeng Yi 48 155 0 16 May 2016
Non-stationary Stochastic Optimization Omar Besbes Y. Gur A. Zeevi 147 431 0 20 Jul 2013