Jialei Wang
Jialei Wang
Verifierad e-postadress på uchicago.edu - Startsida
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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
2402013
LIBOL: a library for online learning algorithms
SCH Hoi, J Wang, P Zhao
Journal of Machine Learning Research (JMLR), 2014
2172014
Gradient sparsification for communication-efficient distributed optimization
J Wangni, J Wang, J Liu, T Zhang
arXiv preprint arXiv:1710.09854, 2017
1912017
Exact soft confidence-weighted learning
J Wang, P Zhao, SCH Hoi
International Conference on Machine Learning (ICML), 2012
186*2012
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
1222012
Large scale online kernel learning
J Lu, SCH Hoi, J Wang, P Zhao, ZY Liu
Journal of Machine Learning Research 17 (47), 1, 2016
1142016
Cost-sensitive online classification
J Wang, P Zhao, S Hoi
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2012
1032012
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
772012
Online transfer learning
P Zhao, SCH Hoi, J Wang, B Li
Artificial Intelligence 216, 76-102, 2014
762014
Graph oracle models, lower bounds, and gaps for parallel stochastic optimization
B Woodworth, J Wang, A Smith, B McMahan, N Srebro
arXiv preprint arXiv:1805.10222, 2018
572018
Efficient distributed learning with sparsity
J Wang, M Kolar, N Srebro, T Zhang
International Conference on Machine Learning, 3636-3645, 2017
532017
Unsupervised multiple kernel learning
J Zhuang, J Wang, SCH Hoi, X Lan
Asian Conference on Machine Learning (ACML), 2011
512011
Distributed multi-task learning
J Wang, M Kolar, N Srerbo
Artificial intelligence and statistics, 751-760, 2016
492016
Memory and communication efficient distributed stochastic optimization with minibatch prox
J Wang, W Wang, N Srebro
Conference on Learning Theory, 1882-1919, 2017
462017
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
412013
Second Order Online Collaborative Filtering
J Lu, S Hoi, J Wang, P Zhao
Asian Conference on Machine Learning (ACML), 2013
372013
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
362015
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
352017
Exploiting strong convexity from data with primal-dual first-order algorithms
J Wang, L Xiao
International Conference on Machine Learning, 3694-3702, 2017
312017
Efficient globally convergent stochastic optimization for canonical correlation analysis
W Wang, J Wang, D Garber, N Srebro
Advances in Neural Information Processing Systems, 766-774, 2016
282016
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Artiklar 1–20