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1706.02471
Cited By
Distribution-Free One-Pass Learning
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2017
8 June 2017
Peng Zhao
Zhi Zhou
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Papers citing
"Distribution-Free One-Pass Learning"
15 / 15 papers shown
Theoretically Guaranteed Distribution Adaptable Learning
Chao Xu
Xijia Tang
Guoqing Liu
Yuhua Qian
Chenping Hou
OOD
292
0
0
05 Nov 2024
Distributed Management of Fluctuating Energy Resources in Dynamic Networked Systems
Xiaotong Cheng
Ioannis Tsetis
S. Maghsudi
145
4
0
29 May 2024
A Generalized Unbiased Risk Estimator for Learning with Augmented Classes
AAAI Conference on Artificial Intelligence (AAAI), 2023
Senlin Shu
Shuo He
Haobo Wang
Jianguo Huang
Tao Xiang
Lei Feng
204
4
0
12 Jun 2023
Revisiting Weighted Strategy for Non-stationary Parametric Bandits
International Conference on Artificial Intelligence and Statistics (AISTATS), 2023
Jing Wang
Peng Zhao
Zhihong Zhou
368
8
0
05 Mar 2023
ORFit: One-Pass Learning via Bridging Orthogonal Gradient Descent and Recursive Least-Squares
IEEE Conference on Decision and Control (CDC), 2022
Youngjae Min
Kwangjun Ahn
Navid Azizan
414
24
0
28 Jul 2022
Open-environment Machine Learning
National Science Review (NSR), 2022
Zhi Zhou
VLM
393
178
0
01 Jun 2022
Adaptivity and Non-stationarity: Problem-dependent Dynamic Regret for Online Convex Optimization
Journal of machine learning research (JMLR), 2021
Peng Zhao
Yu Zhang
Lijun Zhang
Zhi Zhou
433
89
0
29 Dec 2021
A Simple Approach for Non-stationary Linear Bandits
International Conference on Artificial Intelligence and Statistics (AISTATS), 2020
Peng Zhao
Lijun Zhang
Yuan Jiang
Zhi Zhou
346
97
0
09 Mar 2021
Non-stationary Online Learning with Memory and Non-stochastic Control
International Conference on Artificial Intelligence and Statistics (AISTATS), 2021
Peng Zhao
Yu-Hu Yan
Yu Wang
Zhi Zhou
643
54
0
07 Feb 2021
Online Convex Optimization in Changing Environments and its Application to Resource Allocation
Jianjun Yuan
190
0
0
30 Sep 2020
An Unbiased Risk Estimator for Learning with Augmented Classes
Neural Information Processing Systems (NeurIPS), 2019
Yu Zhang
Peng Zhao
Zhi Zhou
266
30
0
21 Oct 2019
Trading-Off Static and Dynamic Regret in Online Least-Squares and Beyond
AAAI Conference on Artificial Intelligence (AAAI), 2019
Jianjun Yuan
Andrew G. Lamperski
279
25
0
06 Sep 2019
Bandit Convex Optimization in Non-stationary Environments
International Conference on Artificial Intelligence and Statistics (AISTATS), 2019
Peng Zhao
G. Wang
Lijun Zhang
Zhi Zhou
254
58
0
29 Jul 2019
Handling Concept Drift via Model Reuse
Peng Zhao
Le-Wen Cai
Zhi Zhou
229
63
0
08 Sep 2018
Learning with Feature Evolvable Streams
Bo-Jian Hou
Lijun Zhang
Zhi Zhou
198
81
0
16 Jun 2017
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