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Online Learning: A Comprehensive Survey

8 February 2018

Papers citing "Online Learning: A Comprehensive Survey"

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Title
A Comprehensive Survey of Synthetic Tabular Data Generation Ruxue Shi Yili Wang Mengnan Du Xu Shen Xin Wang 217 2 0 23 Apr 2025
Rethinking industrial artificial intelligence: a unified foundation framework Jay Lee Hanqi Su AI4CE 94 2 0 02 Apr 2025
Random feature-based double Vovk-Azoury-Warmuth algorithm for online multi-kernel learning Dmitry B. Rokhlin Olga V. Gurtovaya 85 0 0 25 Mar 2025
Lightweight Online Adaption for Time Series Foundation Model Forecasts Thomas L. Lee William Toner Rajkarn Singh Artjom Joosem Martin Asenov AI4TS 96 1 0 18 Feb 2025
Online-BLS: An Accurate and Efficient Online Broad Learning System for Data Stream Classification Chunyu Lei Guang-Ze Chen Chong Chen Tianze Zhang 164 0 0 28 Jan 2025
Fault detection in propulsion motors in the presence of concept drift Martin Tveten Morten Stakkeland 107 0 0 12 Jun 2024
Online Estimation with Rolling Validation: Adaptive Nonparametric Estimation with Streaming Data Tianyu Zhang Jing Lei 95 1 0 18 Oct 2023
Introduction to Online Convex Optimization Elad Hazan OffRL 178 1,939 0 07 Sep 2019
Online ICA: Understanding Global Dynamics of Nonconvex Optimization via Diffusion Processes C. J. Li Zhaoran Wang Han Liu DiffM 105 18 0 29 Aug 2018
Continual Lifelong Learning with Neural Networks: A Review G. I. Parisi Ronald Kemker Jose L. Part Christopher Kanan S. Wermter KELM CLL 201 2,896 0 21 Feb 2018
Online Deep Learning: Learning Deep Neural Networks on the Fly Doyen Sahoo Quang Pham Jing Lu Guosheng Lin OnRL AI4CE 73 318 0 10 Nov 2017
The Scaling Limit of High-Dimensional Online Independent Component Analysis Chuang Wang Yue M. Lu 39 13 0 15 Oct 2017
Adaptive Feature Selection: Computationally Efficient Online Sparse Linear Regression under RIP Satyen Kale Zohar Karnin Tengyuan Liang D. Pál 45 23 0 14 Jun 2017
Scalable Generalized Linear Bandits: Online Computation and Hashing Kwang-Sung Jun Aniruddha Bhargava Robert D. Nowak Rebecca Willett 81 126 0 01 Jun 2017
The Sample Complexity of Online One-Class Collaborative Filtering Reinhard Heckel Kannan Ramchandran 48 17 0 31 May 2017
An Online Hierarchical Algorithm for Extreme Clustering Ari Kobren Nicholas Monath A. Krishnamurthy Andrew McCallum 39 13 0 06 Apr 2017
On Kernelized Multi-armed Bandits Sayak Ray Chowdhury Aditya Gopalan 116 463 0 03 Apr 2017
Online Convex Optimization with Unconstrained Domains and Losses Ashok Cutkosky K. Boahen ODL 53 32 0 07 Mar 2017
Online Learning to Rank in Stochastic Click Models M. Zoghi Tomás Tunys Mohammad Ghavamzadeh Branislav Kveton Csaba Szepesvári Zheng Wen CML 58 108 0 07 Mar 2017
Provably Optimal Algorithms for Generalized Linear Contextual Bandits Lihong Li Yu Lu Dengyong Zhou 153 94 0 28 Feb 2017
$Efficient Online Bandit Multiclass Learning with $\tilde{O}(\sqrt{T})$ Regret$ Efficient Online Bandit Multiclass Learning with $\tilde{O}(\sqrt{T})$ Regret A. Beygelzimer Francesco Orabona Chicheng Zhang 33 20 0 25 Feb 2017
SOL: A Library for Scalable Online Learning Algorithms Yue-bo Wu Guosheng Lin Chenghao Liu Jing Lu Doyen Sahoo Nenghai Yu 33 18 0 28 Oct 2016
A Survey of Multi-View Representation Learning Yingming Li Ming Yang Zhongfei Zhang AI4TS 3DV 317 514 0 03 Oct 2016
On Context-Dependent Clustering of Bandits Claudio Gentile Shuai Li Purushottam Kar Alexandros Karatzoglou Evans Etrue Giovanni Zappella 50 139 0 06 Aug 2016
MetaGrad: Multiple Learning Rates in Online Learning T. Erven Wouter M. Koolen ODL 86 98 0 29 Apr 2016
Efficient Second Order Online Learning by Sketching Haipeng Luo Alekh Agarwal Nicolò Cesa-Bianchi John Langford 69 96 0 06 Feb 2016
Adaptive Algorithms for Online Convex Optimization with Long-term Constraints Rodolphe Jenatton Jim C. Huang Cédric Archambeau 142 158 0 23 Dec 2015
Online Stochastic Linear Optimization under One-bit Feedback Lijun Zhang Tianbao Yang Rong Jin Zhi Zhou 52 66 0 25 Sep 2015
A Survey on Contextual Multi-armed Bandits Li Zhou 57 126 0 13 Aug 2015
A Framework of Sparse Online Learning and Its Applications Dayong Wang Pengcheng Wu P. Zhao Guosheng Lin 38 11 0 25 Jul 2015
Second-order Quantile Methods for Experts and Combinatorial Games Wouter M. Koolen T. Erven 96 105 0 27 Feb 2015
Large-scale Online Feature Selection for Ultra-high Dimensional Sparse Data Yue-bo Wu Guosheng Lin Tao Mei Nenghai Yu 108 12 0 27 Sep 2014
Prediction with Advice of Unknown Number of Experts A. Chernov V. Vovk 416 45 0 09 Aug 2014
Combinatorial Multi-Armed Bandit and Its Extension to Probabilistically Triggered Arms Wei Chen Yajun Wang Yang Yuan Qinshi Wang 106 286 0 31 Jul 2014
Lipschitz Bandits: Regret Lower Bounds and Optimal Algorithms Stefan Magureanu Richard Combes Alexandre Proutiere 164 160 0 19 May 2014
An Information-Theoretic Analysis of Thompson Sampling Daniel Russo Benjamin Van Roy 173 426 0 21 Mar 2014
Active Learning with Expert Advice P. Zhao Guosheng Lin Jinfeng Zhuang 52 15 0 26 Sep 2013
Stochastic Optimization of PCA with Capped MSG R. Arora Andrew Cotter Nathan Srebro 69 85 0 05 Jul 2013
Memory Limited, Streaming PCA Ioannis Mitliagkas Constantine Caramanis Prateek Jain 98 165 0 28 Jun 2013
On the Generalization Ability of Online Learning Algorithms for Pairwise Loss Functions Purushottam Kar Bharath K. Sriperumbudur Prateek Jain H. Karnick 71 113 0 11 May 2013
One-Pass AUC Optimization Wei Gao Rong Jin Shenghuo Zhu Zhi Zhou 98 185 0 07 May 2013
A Survey on Multi-view Learning Chang Xu Dacheng Tao Chao Xu AI4TS 114 1,132 0 20 Apr 2013
Online Learning for Time Series Prediction Oren Anava Elad Hazan Shie Mannor Ohad Shamir AI4TS 62 148 0 27 Feb 2013
Online Portfolio Selection: A Survey Bin Li Guosheng Lin 129 267 0 10 Dec 2012
Thompson Sampling for Contextual Bandits with Linear Payoffs Shipra Agrawal Navin Goyal 204 1,006 0 15 Sep 2012
Online Alternating Direction Method Huahua Wang Arindam Banerjee 214 167 0 27 Jun 2012
Learning Task Grouping and Overlap in Multi-task Learning Abhishek Kumar Hal Daumé 263 527 0 27 Jun 2012
Fast Bounded Online Gradient Descent Algorithms for Scalable Kernel-Based Online Learning P. Zhao Jialei Wang Pengcheng Wu Rong Jin Guosheng Lin 97 81 0 18 Jun 2012
On-Line Portfolio Selection with Moving Average Reversion Bin Li Guosheng Lin 76 86 0 18 Jun 2012
Exact Soft Confidence-Weighted Learning Jialei Wang P. Zhao Guosheng Lin 70 158 0 18 Jun 2012