Jialei Wang

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Steven C.H. HoiManaging Director of Salesforce Research Asia; IEEE Fellow; Professor at SMUVerified email at smu.edu.sg
Peilin Zhao (赵沛霖)TencentVerified email at tencent.com
Nathan SrebroProfessor, TTIC and University of ChicagoVerified email at ttic.edu
Tong ZhangUIUCVerified email at tongzhang-ml.org
Mladen KolarUniversity of Southern CaliforniaVerified email at usc.edu
Rong JinAlibaba GroupVerified email at cse.msu.edu
Weiran WangUniversity of IowaVerified email at uiowa.edu
Zhi-Yong LiuAssociate Professor, Chinese Academy of SciencesVerified email at ia.ac.cn
Ji LiuMetaVerified email at meta.com
Bin LiWuhan UniversityVerified email at whu.edu.cn
Dan GarberAssociate Professor at Technion - Israel Institute of TechnologyVerified email at technion.ac.il
Jinfeng ZhuangPinterestVerified email at pinterest.com
H. Brendan McMahanResearch Scientist, Google SeattleVerified email at google.com
Blake WoodworthGeorge Washington UniversityVerified email at gwu.edu
Adam SmithProfessor of Computer Science, Boston UniversityVerified email at bu.edu
WU PengchengNTU, Deepir Inc, Gigle.AIVerified email at ntu.edu.sg
Mehrdad MahdaviAssistant Professor of Computer Science, Pennsylvania State UniversityVerified email at psu.edu
Jason D. LeeAssociate Professor of Electrical Engineering and Computer Science, Princeton UniversityVerified email at princeton.edu
Yosuke MotohashiNECVerified email at bk.jp.nec.com
Lin XiaoMeta AI, FAIR (Fundamental AI Research)Verified email at meta.com

Jialei Wang

University of Chicago

Verified email at uchicago.edu - Homepage

Machine Learning Statistics Optimization


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Gradient sparsification for communication-efficient distributed optimization J Wangni, J Wang, J Liu, T Zhang Advances in Neural Information Processing Systems 31, 2018	664	2018
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	351	2013
LIBOL: a library for online learning algorithms SCH Hoi, J Wang, P Zhao Journal of Machine Learning Research (JMLR), 2014	292*	2014
Exact soft confidence-weighted learning J Wang, P Zhao, SCH Hoi International Conference on Machine Learning (ICML), 2012	252*	2012
Large scale online kernel learning J Lu, SCH Hoi, J Wang, P Zhao, ZY Liu Journal of Machine Learning Research 17 (47), 1-43, 2016	203	2016
Online transfer learning P Zhao, SCH Hoi, J Wang, B Li Artificial intelligence 216, 76-102, 2014	194	2014
Efficient distributed learning with sparsity J Wang, M Kolar, N Srebro, T Zhang International conference on machine learning, 3636-3645, 2017	183	2017
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	157	2012
Cost-sensitive online classification J Wang, P Zhao, S Hoi IEEE Transactions on Knowledge and Data Engineering (TKDE), 2012	145	2012
Graph oracle models, lower bounds, and gaps for parallel stochastic optimization BE Woodworth, J Wang, A Smith, B McMahan, N Srebro Advances in neural information processing systems 31, 2018	131	2018
Fast bounded online gradient descent algorithms for scalable kernel-based online learning P Zhao, J Wang, P Wu, R Jin, SCH Hoi International Conference on Machine Learning (ICML), 2012	100	2012
Distributed multi-task learning J Wang, M Kolar, N Srerbo Artificial intelligence and statistics, 751-760, 2016	83	2016
Transaction cost optimization for online portfolio selection B Li, J Wang, D Huang, SCH Hoi Quantitative Finance 18 (8), 1411-1424, 2018	77	2018
Unsupervised multiple kernel learning J Zhuang, J Wang, SCH Hoi, X Lan Asian Conference on Machine Learning (ACML), 2011	66	2011
Memory and communication efficient distributed stochastic optimization with minibatch prox J Wang, W Wang, N Srebro Conference on Learning Theory, 1882-1919, 2017	61	2017
Online multi-task collaborative filtering for on-the-fly recommender systems J Wang, SCH Hoi, P Zhao, ZY Liu ACM conference on Recommender systems (Recsys), 2013	55	2013
Sketching meets random projection in the dual: A provable recovery algorithm for big and high-dimensional data J Wang, J Lee, M Mahdavi, M Kolar, N Srebro Artificial Intelligence and Statistics, 1150-1158, 2017	54	2017
Trading interpretability for accuracy: Oblique treed sparse additive models J Wang, R Fujimaki, Y Motohashi Proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015	53	2015
Second Order Online Collaborative Filtering J Lu, S Hoi, J Wang, P Zhao Asian Conference on Machine Learning (ACML), 2013	46	2013
Exploiting strong convexity from data with primal-dual first-order algorithms J Wang, L Xiao International Conference on Machine Learning, 3694-3702, 2017	45	2017

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