Peilin Zhao
Peilin Zhao
Tencent
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Local features are not lonely–Laplacian sparse coding for image classification
S Gao, IWH Tsang, LT Chia, P Zhao
Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on …, 2010
5052010
Deep convolutional neural network based regression approach for estimation of remaining useful life
GS Babu, P Zhao, XL Li
International conference on database systems for advanced applications, 214-228, 2016
2242016
Stochastic optimization with importance sampling for regularized loss minimization
P Zhao, T Zhang
international conference on machine learning, 1-9, 2015
2212015
Online feature selection and its applications
J Wang, P Zhao, SCH Hoi, R Jin
IEEE Transactions on Knowledge and Data Engineering 26 (3), 698-710, 2013
2122013
Libol: A library for online learning algorithms
SCH Hoi, J Wang, P Zhao
The Journal of Machine Learning Research 15 (1), 495-499, 2014
1962014
Online AUC maximization
P Zhao, SCH Hoi, R Jin, T YANG
International Machine Learning Society, 2011
1642011
Exact soft confidence-weighted learning
J Wang, P Zhao, SCH Hoi
ICML 2012, 2012
1602012
Online multimodal deep similarity learning with application to image retrieval
P Wu, SCH Hoi, H Xia, P Zhao, D Wang, C Miao
Proceedings of the 21st ACM international conference on Multimedia, 153-162, 2013
1592013
Neighborhood regularized logistic matrix factorization for drug-target interaction prediction
Y Liu, M Wu, C Miao, P Zhao, XL Li
PLoS computational biology 12 (2), e1004760, 2016
1342016
Online feature selection for mining big data
SCH Hoi, J Wang, P Zhao, R Jin
Proceedings of the 1st international workshop on big data, streams and …, 2012
1132012
PAMR: Passive aggressive mean reversion strategy for portfolio selection
B Li, P Zhao, SCH Hoi, V Gopalkrishnan
Machine learning, 1-38, 2012
1062012
Online multiple kernel classification
SCH Hoi, R Jin, P Zhao, T Yang
Machine Learning 90 (2), 289-316, 2013
1052013
Large scale online kernel learning
J Lu, SCH Hoi, J Wang, P Zhao, ZY Liu
The Journal of Machine Learning Research 17 (1), 1613-1655, 2016
972016
Double updating online learning
P Zhao, CH HOI, R Jin
Journal of Machine Learning Research (JMLR), 2011
962011
Cost-sensitive online active learning with application to malicious URL detection
P Zhao, SCH Hoi
Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013
942013
Cost-sensitive online classification
J Wang, P Zhao, SCH Hoi
IEEE Transactions on Knowledge and Data Engineering 26 (10), 2425-2438, 2013
902013
Drug-target interaction prediction with graph regularized matrix factorization
A Ezzat, P Zhao, M Wu, XL Li, CK Kwoh
IEEE/ACM transactions on computational biology and bioinformatics 14 (3 …, 2016
892016
Mining social images with distance metric learning for automated image tagging
P Wu, SCH Hoi, P Zhao, Y He
Proceedings of the fourth ACM international conference on Web search and …, 2011
852011
Online multiple kernel similarity learning for visual search
H Xia, SCH Hoi, R Jin, P Zhao
IEEE Transactions on Pattern Analysis and Machine Intelligence 36 (3), 536-549, 2013
822013
Confidence weighted mean reversion strategy for on-line portfolio selection
B Li, SCH Hoi, P Zhao, V Gopalkrishnan
School of Computer Engineering, Nanyang Technological University, 2011
732011
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