Handling Concept Drift via Model Reuse

8 September 2018

Papers citing "Handling Concept Drift via Model Reuse"

8 / 8 papers shown

Title
Hypothesis Transfer in Bandits by Weighted Models Steven Bilaj Sofien Dhouib S. Maghsudi 64 2 0 14 Nov 2022
From Multi-label Learning to Cross-Domain Transfer: A Model-Agnostic Approach Jesse Read OOD 70 3 0 24 Jul 2022
Open-environment Machine Learning Zhi Zhou VLM 119 141 0 01 Jun 2022
DDG-DA: Data Distribution Generation for Predictable Concept Drift Adaptation Wendi Li Xiao Yang Weiqing Liu Yingce Xia Jiang Bian DiffM AI4TS 98 57 0 11 Jan 2022
MRCpy: A Library for Minimax Risk Classifiers Kartheek Bondugula Verónica Álvarez José I. Segovia-Martín Aritz Pérez Martínez Santiago Mazuelas 56 4 0 04 Aug 2021
Learning Parameter Distributions to Detect Concept Drift in Data Streams Johannes Haug Gjergji Kasneci 45 21 0 19 Oct 2020
DriftSurf: A Risk-competitive Learning Algorithm under Concept Drift Ashraf Tahmasbi Ellango Jothimurugesan Srikanta Tirthapura Phillip B. Gibbons 57 11 0 13 Mar 2020
Model Reuse with Reduced Kernel Mean Embedding Specification Xi-Zhu Wu Wen-qi Xu Song Liu Zhi Zhou 150 25 0 20 Jan 2020