Hua Ouyang
Hua Ouyang
Machine Learning Research Manager, Apple AI/ML
Verified email at - Homepage
Cited by
Cited by
Stochastic alternating direction method of multipliers
H Ouyang, N He, L Tran, A Gray
Proceedings of the 30th International Conference on Machine Learning, 80-88, 2013
Ranking Relevance in Yahoo Search
D Yin, Y Hu, J Tang, T Daly, M Zhou, H Ouyang, J Chen, C Kang, H Deng, ...
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016
Learning to Rewrite Queries
YC Yunlong He, Jiliang Tang, Hua Ouyang, Changsung Kang, Dawei Yin
Proceedings of the 25th ACM International on Conference on Information and …, 2016
Ultra High-Dimensional Nonlinear Feature Selection for Big Biological Data
M Yamada, J Tang, J Lugo-Martinez, E Hodzic, R Shrestha, A Saha, ...
arXiv preprint arXiv:1608.04048, 2016
Automatic joint classification and segmentation of whole cell 3D images
R Narasimha, H Ouyang, A Gray, SW McLaughlin, S Subramaniam
Pattern Recognition 42 (6), 1067-1079, 2009
IBM research TRECVID-2010 video copy detection and multimedia event detection system
A Natsev, JR Smith, M Hill, G Hua, B Huang, M Merler, L Xie, H Ouyang, ...
Proceedings of NIST TRECVID, Workshop, 2010
Stochastic smoothing for nonsmooth minimizations: Accelerating SGD by exploiting structure
H Ouyang, A Gray
arXiv preprint arXiv:1205.4481, 2012
Fast stochastic Frank-Wolfe algorithms for nonlinear SVMs
H Ouyang, A Gray
Proceedings of the 2010 SIAM International Conference on Data Mining, 245-256, 2010
Rank-approximate nearest neighbor search: Retaining meaning and speed in high dimensions
P Ram, D Lee, H Ouyang, AG Gray
Advances in Neural Information Processing Systems, 1536-1544, 2009
Efficient Ordered Combinatorial Semi-Bandits for Whole-page Recommendation
Y Wang, H Ouyang, C Wang, J Chen, T Asamov, Y Chang
Proceedings of the AAAI Conference on Artificial Intelligence, 2746-2753, 2017
Stochastic ADMM for nonsmooth optimization
H Ouyang, N He, A Gray
arXiv preprint arXiv:1211.0632, 2012
Learning dissimilarities by ranking: from sdp to qp
H Ouyang, A Gray
Proceedings of the 25th international conference on Machine learning, 728-735, 2008
A new lip feature representation method for video-based bimodal authentication
H Ouyang, T Lee
Proceedings of the 2005 NICTA-HCSNet Multimodal User Interaction Workshop …, 2006
Use of vocal source features in speaker segmentation
WN Chan, T Lee, N Zheng, H Ouyang
Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 …, 2006
Learning Online Trends for Interactive Query Auto-Completion
Y Wang, H Ouyang, H Deng, Y Chang
IEEE Transactions on Knowledge and Data Engineering, 2017
Scaling submodular maximization via pruned submodularity graphs
T Zhou, H Ouyang, Y Chang, J Bilmes, C Guestrin
arXiv preprint arXiv:1606.00399, 2016
NLARS: Minimum Redundancy Maximum Relevance Feature Selection for Large and High-dimensional Data
M Yamada, A Saha, H Ouyang, D Yin, Y Chang
arXiv preprint arXiv:1411.2331, 2014
Feature selection
M Yamada, H Ouyang, Y Chang, A Saha
US Patent App. 14/516,471, 2014
Federated Unbiased Learning to Rank
C Li, H Ouyang
arXiv preprint arXiv:2105.04761, 2021
Data-distributed weighted majority and online mirror descent
H Ouyang, A Gray
arXiv preprint arXiv:1105.2274, 2011
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