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Peilin Zhao
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Publications
- 2021
- [j32]Steven C. H. Hoi, Doyen Sahoo, Jing Lu, Peilin Zhao:
Online learning: A comprehensive survey. Neurocomputing 459: 249-289 (2021) - 2020
- [j27]Guangxia Li, Peilin Zhao, Tao Mei, Peng Yang, Yulong Shen, Kuiyu Chang, Steven C. H. Hoi:
Collaborative online ranking algorithms for multitask learning. Knowl. Inf. Syst. 62(6): 2327-2348 (2020) - [j25]Peilin Zhao, Dayong Wang, Pengcheng Wu, Steven C. H. Hoi:
A Unified Framework for Sparse Online Learning. ACM Trans. Knowl. Discov. Data 14(5): 59:1-59:20 (2020) - 2019
- [j23]Guangxia Li, Yulong Shen, Peilin Zhao, Xiao Lu, Jia Liu, Yangyang Liu, Steven C. H. Hoi:
Detecting cyberattacks in industrial control systems using online learning algorithms. Neurocomputing 364: 338-348 (2019) - [j22]Peilin Zhao, Yifan Zhang, Min Wu, Steven C. H. Hoi, Mingkui Tan, Junzhou Huang:
Adaptive Cost-Sensitive Online Classification. IEEE Trans. Knowl. Data Eng. 31(2): 214-228 (2019) - [c65]Chenghao Liu, Teng Zhang, Jundong Li, Jianwen Yin, Peilin Zhao, Jianling Sun, Steven C. H. Hoi:
Robust Factorization Machine: A Doubly Capped Norms Minimization. SDM 2019: 738-746 - [i23]Guangxia Li, Yulong Shen, Peilin Zhao, Xiao Lu, Jia Liu, Yangyang Liu, Steven C. H. Hoi:
Detecting Cyberattacks in Industrial Control Systems Using Online Learning Algorithms. CoRR abs/1912.03589 (2019) - 2018
- [j21]Chi Zhang, Peilin Zhao, Shuji Hao, Yeng Chai Soh, Bu-Sung Lee, Chunyan Miao, Steven C. H. Hoi:
Distributed multi-task classification: a decentralized online learning approach. Mach. Learn. 107(4): 727-747 (2018) - [j20]Jing Lu, Doyen Sahoo, Peilin Zhao, Steven C. H. Hoi:
Sparse Passive-Aggressive Learning for Bounded Online Kernel Methods. ACM Trans. Intell. Syst. Technol. 9(4): 45:1-45:27 (2018) - [j19]Shuji Hao, Peiying Hu, Peilin Zhao, Steven C. H. Hoi, Chunyan Miao:
Online Active Learning with Expert Advice. ACM Trans. Knowl. Discov. Data 12(5): 58:1-58:22 (2018) - [j18]Shuji Hao, Jing Lu, Peilin Zhao, Chi Zhang, Steven C. H. Hoi, Chunyan Miao:
Second-Order Online Active Learning and Its Applications. IEEE Trans. Knowl. Data Eng. 30(7): 1338-1351 (2018) - [c63]Chenghao Liu, Teng Zhang, Peilin Zhao, Jianling Sun, Steven C. H. Hoi:
Unified Locally Linear Classifiers With Diversity-Promoting Anchor Points. AAAI 2018: 2339-2346 - [r1]Guangxia Li, Zhen Hai, Peilin Zhao, Kuiyu Chang, Steven C. H. Hoi:
Twitter Microblog Sentiment Analysis. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018 - [i20]Steven C. H. Hoi, Doyen Sahoo, Jing Lu, Peilin Zhao:
Online Learning: A Comprehensive Survey. CoRR abs/1802.02871 (2018) - [i19]Peilin Zhao, Yifan Zhang, Min Wu, Steven C. H. Hoi, Mingkui Tan, Junzhou Huang:
Adaptive Cost-sensitive Online Classification. CoRR abs/1804.02246 (2018) - 2017
- [j17]Chenghao Liu, Tao Jin, Steven C. H. Hoi, Peilin Zhao, Jianling Sun:
Collaborative topic regression for online recommender systems: an online and Bayesian approach. Mach. Learn. 106(5): 651-670 (2017) - [c53]Yi Ding, Chenghao Liu, Peilin Zhao, Steven C. H. Hoi:
Large Scale Kernel Methods for Online AUC Maximization. ICDM 2017: 91-100 - [c51]Wenpeng Zhang, Peilin Zhao, Wenwu Zhu, Steven C. H. Hoi, Tong Zhang:
Projection-free Distributed Online Learning in Networks. ICML 2017: 4054-4062 - [c50]Shuji Hao, Peilin Zhao, Yong Liu, Steven C. H. Hoi, Chunyan Miao:
Online Multitask Relative Similarity Learning. IJCAI 2017: 1823-1829 - 2016
- [j14]Jing Lu, Steven C. H. Hoi, Jialei Wang, Peilin Zhao, Zhiyong Liu:
Large Scale Online Kernel Learning. J. Mach. Learn. Res. 17: 47:1-47:43 (2016) - [j13]Jing Lu, Peilin Zhao, Steven C. H. Hoi:
Online Passive-Aggressive Active learning. Mach. Learn. 103(2): 141-183 (2016) - [j11]Jialei Wang, Peilin Zhao, Steven C. H. Hoi:
Soft Confidence-Weighted Learning. ACM Trans. Intell. Syst. Technol. 8(1): 15:1-15:32 (2016) - [j10]Pengcheng Wu, Steven C. H. Hoi, Peilin Zhao, Chunyan Miao, Zhiyong Liu:
Online Multi-Modal Distance Metric Learning with Application to Image Retrieval. IEEE Trans. Knowl. Data Eng. 28(2): 454-467 (2016) - [c44]Chenghao Liu, Steven C. H. Hoi, Peilin Zhao, Jianling Sun:
Online ARIMA Algorithms for Time Series Prediction. AAAI 2016: 1867-1873 - [c43]Doyen Sahoo, Steven C. H. Hoi, Peilin Zhao:
Cost Sensitive Online Multiple Kernel Classification. ACML 2016: 65-80 - [c42]Chenghao Liu, Steven C. H. Hoi, Peilin Zhao, Jianling Sun, Ee-Peng Lim:
Online Adaptive Passive-Aggressive Methods for Non-Negative Matrix Factorization and Its Applications. CIKM 2016: 1161-1170 - [c39]Shuji Hao, Peilin Zhao, Jing Lu, Steven C. H. Hoi, Chunyan Miao, Chi Zhang:
SOAL: Second-Order Online Active Learning. ICDM 2016: 931-936 - [c35]Doyen Sahoo, Abhishek Sharma, Steven C. H. Hoi, Peilin Zhao:
Temporal Kernel Descriptors for Learning with Time-sensitive Patterns. SDM 2016: 540-548 - [c33]Jing Lu, Peilin Zhao, Steven C. H. Hoi:
Online Sparse Passive Aggressive Learning with Kernels. SDM 2016: 675-683 - [c32]Peng Yang, Peilin Zhao, Zhen Hai, Wei Liu, Steven C. H. Hoi, Xiaoli Li:
Efficient Multi-Class Selective Sampling on Graphs. UAI 2016 - [i11]Yi Ding, Peilin Zhao, Steven C. H. Hoi, Yew-Soon Ong:
Adaptive Subgradient Methods for Online AUC Maximization. CoRR abs/1602.00351 (2016) - [i9]Chenghao Liu, Tao Jin, Steven C. H. Hoi, Peilin Zhao, Jianling Sun:
Online Bayesian Collaborative Topic Regression. CoRR abs/1605.08872 (2016) - 2015
- [c31]Yi Ding, Peilin Zhao, Steven C. H. Hoi, Yew-Soon Ong:
An Adaptive Gradient Method for Online AUC Maximization. AAAI 2015: 2568-2574 - [c29]Shuji Hao, Peilin Zhao, Steven C. H. Hoi, Chunyan Miao:
Learning Relative Similarity from Data Streams: Active Online Learning Approaches. CIKM 2015: 1181-1190 - [c26]Peilin Zhao, Furen Zhuang, Min Wu, Xiaoli Li, Steven C. H. Hoi:
Cost-Sensitive Online Classification with Adaptive Regularization and Its Applications. ICDM 2015: 649-658 - [c22]Ji Wan, Pengcheng Wu, Steven C. H. Hoi, Peilin Zhao, Xingyu Gao, Dayong Wang, Yongdong Zhang, Jintao Li:
Online Learning to Rank for Content-Based Image Retrieval. IJCAI 2015: 2284-2290 - [c21]Shuji Hao, Steven C. H. Hoi, Chunyan Miao, Peilin Zhao:
Active Crowdsourcing for Annotation. WI-IAT (2) 2015: 1-8 - [i8]Dayong Wang, Pengcheng Wu, Peilin Zhao, Steven C. H. Hoi:
A Framework of Sparse Online Learning and Its Applications. CoRR abs/1507.07146 (2015) - [i7]Jing Lu, Steven C. H. Hoi, Doyen Sahoo, Peilin Zhao:
Budget Online Multiple Kernel Learning. CoRR abs/1511.04813 (2015) - 2014
- [j9]Peilin Zhao, Steven C. H. Hoi, Jialei Wang, Bin Li:
Online Transfer Learning. Artif. Intell. 216: 76-102 (2014) - [j8]Steven C. H. Hoi, Jialei Wang, Peilin Zhao:
LIBOL: a library for online learning algorithms. J. Mach. Learn. Res. 15(1): 495-499 (2014) - [j7]Hao Xia, Steven C. H. Hoi, Rong Jin, Peilin Zhao:
Online Multiple Kernel Similarity Learning for Visual Search. IEEE Trans. Pattern Anal. Mach. Intell. 36(3): 536-549 (2014) - [j6]Jialei Wang, Peilin Zhao, Steven C. H. Hoi, Rong Jin:
Online Feature Selection and Its Applications. IEEE Trans. Knowl. Data Eng. 26(3): 698-710 (2014) - [j5]Jialei Wang, Peilin Zhao, Steven C. H. Hoi:
Cost-Sensitive Online Classification. IEEE Trans. Knowl. Data Eng. 26(10): 2425-2438 (2014) - [c20]Pengcheng Wu, Yi Ding, Peilin Zhao, Chunyan Miao, Steven C. H. Hoi:
Learning Relative Similarity by Stochastic Dual Coordinate Ascent. AAAI 2014: 2142-2148 - [c19]Jing Lu, Peilin Zhao, Steven C. H. Hoi:
Online Passive Aggressive Active Learning and Its Applications. ACML 2014 - [c18]Dayong Wang, Pengcheng Wu, Peilin Zhao, Yue Wu, Chunyan Miao, Steven C. H. Hoi:
High-Dimensional Data Stream Classification via Sparse Online Learning. ICDM 2014: 1007-1012 - 2013
- [j4]Steven C. H. Hoi, Rong Jin, Peilin Zhao, Tianbao Yang:
Online Multiple Kernel Classification. Mach. Learn. 90(2): 289-316 (2013) - [j3]Bin Li, Steven C. H. Hoi, Peilin Zhao, Vivekanand Gopalkrishnan:
Confidence Weighted Mean Reversion Strategy for Online Portfolio Selection. ACM Trans. Knowl. Discov. Data 7(1): 4:1-4:38 (2013) - [c17]Steven C. H. Hoi, Jialei Wang, Peilin Zhao, Jinfeng Zhuang, Zhiyong Liu:
Large Scale Online Kernel Classification. IJCAI 2013: 1750-1756 - [c16]Peilin Zhao, Steven C. H. Hoi:
Cost-sensitive online active learning with application to malicious URL detection. KDD 2013: 919-927 - [c15]Pengcheng Wu, Steven C. H. Hoi, Hao Xia, Peilin Zhao, Dayong Wang, Chunyan Miao:
Online multimodal deep similarity learning with application to image retrieval. ACM Multimedia 2013: 153-162 - [c14]Jialei Wang, Steven C. H. Hoi, Peilin Zhao, Zhiyong Liu:
Online multi-task collaborative filtering for on-the-fly recommender systems. RecSys 2013: 237-244 - [c13]Steven C. H. Hoi, Peilin Zhao:
Cost-Sensitive Double Updating Online Learning and Its Application to Online Anomaly Detection. SDM 2013: 207-215 - [c12]Peilin Zhao, Steven C. H. Hoi, Jinfeng Zhuang:
Active Learning with Expert Advice. UAI 2013 - [i4]Peilin Zhao, Steven C. H. Hoi, Jinfeng Zhuang:
Active Learning with Expert Advice. CoRR abs/1309.6875 (2013) - 2012
- [j2]Bin Li, Peilin Zhao, Steven C. H. Hoi, Vivekanand Gopalkrishnan:
PAMR: Passive aggressive mean reversion strategy for portfolio selection. Mach. Learn. 87(2): 221-258 (2012) - [c11]Jialei Wang, Peilin Zhao, Steven C. H. Hoi:
Cost-Sensitive Online Classification. ICDM 2012: 1140-1145 - [c10]Steven C. H. Hoi, Jialei Wang, Peilin Zhao:
Exact Soft Confidence-Weighted Learning. ICML 2012 - [c9]Steven C. H. Hoi, Jialei Wang, Peilin Zhao, Rong Jin, Pengcheng Wu:
Fast Bounded Online Gradient Descent Algorithms for Scalable Kernel-Based Online Learning. ICML 2012 - [c8]Steven C. H. Hoi, Jialei Wang, Peilin Zhao, Rong Jin:
Online feature selection for mining big data. BigMine 2012: 93-100 - [c7]Peilin Zhao, Steven C. H. Hoi:
BDUOL: Double Updating Online Learning on a Fixed Budget. ECML/PKDD (1) 2012: 810-826 - [i2]Jialei Wang, Peilin Zhao, Steven C. H. Hoi:
Exact Soft Confidence-Weighted Learning. CoRR abs/1206.4612 (2012) - [i1]Peilin Zhao, Jialei Wang, Pengcheng Wu, Rong Jin, Steven C. H. Hoi:
Fast Bounded Online Gradient Descent Algorithms for Scalable Kernel-Based Online Learning. CoRR abs/1206.4633 (2012) - 2011
- [j1]Peilin Zhao, Steven C. H. Hoi, Rong Jin:
Double Updating Online Learning. J. Mach. Learn. Res. 12: 1587-1615 (2011) - [c6]Peilin Zhao, Steven C. H. Hoi, Rong Jin, Tianbao Yang:
Online AUC Maximization. ICML 2011: 233-240 - [c5]Pengcheng Wu, Steven C. H. Hoi, Peilin Zhao, Ying He:
Mining social images with distance metric learning for automated image tagging. WSDM 2011: 197-206 - [c4]Bin Li, Steven C. H. Hoi, Peilin Zhao, Vivekanand Gopalkrishnan:
Confidence Weighted Mean Reversion Strategy for On-Line Portfolio Selection. AISTATS 2011: 434-442 - 2010
- [c2]Peilin Zhao, Steven C. H. Hoi:
OTL: A Framework of Online Transfer Learning. ICML 2010: 1231-1238 - 2009
- [c1]Peilin Zhao, Steven C. H. Hoi, Rong Jin:
DUOL: A Double Updating Approach for Online Learning. NIPS 2009: 2259-2267
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