Jialei Wang
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Gradient sparsification for communication-efficient distributed optimization
J Wangni, J Wang, J Liu, T Zhang
Advances in Neural Information Processing Systems 31, 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
LIBOL: a library for online learning algorithms
SCH Hoi, J Wang, P Zhao
Journal of Machine Learning Research (JMLR), 2014
Exact soft confidence-weighted learning
J Wang, P Zhao, SCH Hoi
International Conference on Machine Learning (ICML), 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
Online transfer learning
P Zhao, SCH Hoi, J Wang, B Li
Artificial intelligence 216, 76-102, 2014
Efficient distributed learning with sparsity
J Wang, M Kolar, N Srebro, T Zhang
International conference on machine learning, 3636-3645, 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
Cost-sensitive online classification
J Wang, P Zhao, S Hoi
IEEE Transactions on Knowledge and Data Engineering (TKDE), 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
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
Distributed multi-task learning
J Wang, M Kolar, N Srerbo
Artificial intelligence and statistics, 751-760, 2016
Transaction cost optimization for online portfolio selection
B Li, J Wang, D Huang, SCH Hoi
Quantitative Finance 18 (8), 1411-1424, 2018
Unsupervised multiple kernel learning
J Zhuang, J Wang, SCH Hoi, X Lan
Asian Conference on Machine Learning (ACML), 2011
Memory and communication efficient distributed stochastic optimization with minibatch prox
J Wang, W Wang, N Srebro
Conference on Learning Theory, 1882-1919, 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
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
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
Second Order Online Collaborative Filtering
J Lu, S Hoi, J Wang, P Zhao
Asian Conference on Machine Learning (ACML), 2013
Exploiting strong convexity from data with primal-dual first-order algorithms
J Wang, L Xiao
International Conference on Machine Learning, 3694-3702, 2017
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