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Tianbao Yang
Tianbao Yang
University of Iowa
E-mail confirmado em uiowa.edu - Página inicial
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Ano
Combining link and content for community detection: a discriminative approach
T Yang, R Jin, Y Chi, S Zhu
Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009
4152009
Nyström method vs random fourier features: A theoretical and empirical comparison
T Yang, YF Li, M Mahdavi, R Jin, ZH Zhou
Advances in neural information processing systems 25, 2012
3362012
Detecting communities and their evolutions in dynamic social networks—a Bayesian approach
T Yang, Y Chi, S Zhu, Y Gong, R Jin
Machine learning 82 (2), 157-189, 2011
3362011
Hetero-convlstm: A deep learning approach to traffic accident prediction on heterogeneous spatio-temporal data
Z Yuan, X Zhou, T Yang
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
2352018
Online AUC maximization
P Zhao, SCH Hoi, R Jin, T YANG
International Machine Learning Society, 2011
2142011
Hyper-class augmented and regularized deep learning for fine-grained image classification
S Xie, T Yang, X Wang, Y Lin
Proceedings of the IEEE conference on computer vision and pattern …, 2015
1952015
Learning attributes equals multi-source domain generalization
C Gan, T Yang, B Gong
Proceedings of the IEEE conference on computer vision and pattern …, 2016
1902016
Trading regret for efficiency: online convex optimization with long term constraints
M Mahdavi, R Jin, T Yang
The Journal of Machine Learning Research 13 (1), 2503-2528, 2012
1882012
Online optimization with gradual variations
CK Chiang, T Yang, CJ Lee, M Mahdavi, CJ Lu, R Jin, S Zhu
Conference on Learning Theory, 6.1-6.20, 2012
1842012
Trading computation for communication: Distributed stochastic dual coordinate ascent
T Yang
Advances in Neural Information Processing Systems 26, 2013
1582013
Non-convex min-max optimization: Provable algorithms and applications in machine learning
H Rafique, M Liu, Q Lin, T Yang
156*2019
Online multiple kernel classification
SCH Hoi, R Jin, P Zhao, T Yang
Machine learning 90 (2), 289-316, 2013
1262013
A machine learning approach for air quality prediction: Model regularization and optimization
D Zhu, C Cai, T Yang, X Zhou
Big data and cognitive computing 2 (1), 5, 2018
1042018
First-order stochastic algorithms for escaping from saddle points in almost linear time
Y Xu, R Jin, T Yang
Advances in neural information processing systems 31, 2018
1022018
Semi-crowdsourced clustering: Generalizing crowd labeling by robust distance metric learning
J Yi, R Jin, S Jain, T Yang, A Jain
Advances in neural information processing systems 25, 2012
1012012
Tracking slowly moving clairvoyant: Optimal dynamic regret of online learning with true and noisy gradient
T Yang, L Zhang, R Jin, J Yi
International Conference on Machine Learning, 449-457, 2016
892016
Robust Ensemble Clustering by Matrix Completion
J Yi, T Yang, R Jin, AK Jain, M Mahdavi
Data Mining (ICDM), 2012 IEEE 12th International Conference on, 1176-1181, 2012
882012
Online multiple kernel learning: Algorithms and mistake bounds
R Jin, SCH Hoi, T Yang
International conference on algorithmic learning theory, 390-404, 2010
882010
Unified convergence analysis of stochastic momentum methods for convex and non-convex optimization
T Yang, Q Lin, Z Li
arXiv preprint arXiv:1604.03257, 2016
842016
Recovering the optimal solution by dual random projection
L Zhang, M Mahdavi, R Jin, T Yang, S Zhu
Conference on Learning Theory, 135-157, 2013
732013
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