Distribution-Free One-Pass Learning

8 June 2017

Papers citing "Distribution-Free One-Pass Learning"

14 / 14 papers shown

Title
Theoretically Guaranteed Distribution Adaptable Learning Chao Xu Xijia Tang Guoqing Liu Yuhua Qian Chenping Hou OOD 123 0 0 05 Nov 2024
Distributed Management of Fluctuating Energy Resources in Dynamic Networked Systems Xiaotong Cheng Ioannis Tsetis S. Maghsudi 29 0 0 29 May 2024
A Generalized Unbiased Risk Estimator for Learning with Augmented Classes Senlin Shu Shuo He Haobo Wang Jianguo Huang Tao Xiang Lei Feng 65 4 0 12 Jun 2023
Revisiting Weighted Strategy for Non-stationary Parametric Bandits Jing Wang Peng Zhao Zhihong Zhou 113 7 0 05 Mar 2023
Open-environment Machine Learning Zhi Zhou VLM 160 157 0 01 Jun 2022
Adaptivity and Non-stationarity: Problem-dependent Dynamic Regret for Online Convex Optimization Peng Zhao Yu Zhang Lijun Zhang Zhi Zhou 153 62 0 29 Dec 2021
A Simple Approach for Non-stationary Linear Bandits Peng Zhao Lijun Zhang Yuan Jiang Zhi Zhou 119 89 0 09 Mar 2021
Non-stationary Online Learning with Memory and Non-stochastic Control Peng Zhao Yu-Hu Yan Yu Wang Zhi Zhou 344 49 0 07 Feb 2021
Online Convex Optimization in Changing Environments and its Application to Resource Allocation Jianjun Yuan 50 0 0 30 Sep 2020
An Unbiased Risk Estimator for Learning with Augmented Classes Yu Zhang Peng Zhao Zhi Zhou 109 29 0 21 Oct 2019
Trading-Off Static and Dynamic Regret in Online Least-Squares and Beyond Jianjun Yuan Andrew G. Lamperski 98 24 0 06 Sep 2019
Bandit Convex Optimization in Non-stationary Environments Peng Zhao G. Wang Lijun Zhang Zhi Zhou 138 49 0 29 Jul 2019
Handling Concept Drift via Model Reuse Peng Zhao Le-Wen Cai Zhi Zhou 103 61 0 08 Sep 2018
Learning with Feature Evolvable Streams Bo-Jian Hou Lijun Zhang Zhi Zhou 68 73 0 16 Jun 2017