Wei Chu（褚崴）

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Lihong Li (李力鸿)AmazonVerified email at amazon.com
Zoubin GhahramaniProfessor, University of Cambridge, and Distinguished Researcher, GoogleVerified email at eng.cam.ac.uk
John LangfordMicrosoft Research New YorkVerified email at hunch.net
Robert SchapireMicrosoft ResearchVerified email at microsoft.com
Chong Jin OngAssociate Professor of Mechanical Engineering, National University of SingaporeVerified email at nus.edu.sg
Minghui QiuAlibaba GroupVerified email at smu.edu.sg
Taifeng WangAI Director, BiomapVerified email at biomap.com
Ryen W. WhiteGeneral Manager, Deputy Lab Director, Microsoft ResearchVerified email at microsoft.com
Weidi XuAnt GroupVerified email at pku.edu.cn
Taesup Moon (문태섭)Associate Professor, Department of Electrical and Computer Engineering, Seoul National UniversityVerified email at snu.ac.kr
Hongning WangAssociate Professor, Department of Computer Science, University of VirginiaVerified email at virginia.edu
Kai YuFounder & CEO of Horizon Robotics , Founder of Baidu IDL and Baidu Autonomous DrivingVerified email at hobot.cc
Shirish ShevadeIndian Institute of ScienceVerified email at csa.iisc.ernet.in
Vikas SindhwaniRobotics at Google, New YorkVerified email at google.com
Paul N. BennettDirector of Research, Large Language Models, SpotifyVerified email at spotify.com
Susan DumaisTechnical Fellow, Microsoft ResearchVerified email at microsoft.com
Martin JanscheGoogle Inc.Verified email at acm.org
Hao MaDirector, GenAI, MetaVerified email at fb.com
Ricardo SilvaProfessor of Statistical Machine Learning and Data Science, Department of Statistical Science, UCLVerified email at stats.ucl.ac.uk
Sathiya Keerthi SelvarajPrincipal Staff Scientist @ LinkedIn, Mountain ViewVerified email at linkedin.com

Wei Chu（褚崴）

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Verified email at gatsby.ucl.ac.uk - Homepage

Machine Learning Recommender Systems Web Search


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A contextual-bandit approach to personalized news article recommendation L Li, W Chu, J Langford, RE Schapire Proceedings of the 19th international conference on World wide web, 661-670, 2010	3044	2010
Contextual bandits with linear payoff functions W Chu, L Li, L Reyzin, RE Schapire Conference on Artificial Intelligence and Statistics (AISTATS), 2011	1105	2011
Unbiased offline evaluation of contextual-bandit-based news article recommendation algorithms L Li, W Chu, J Langford, X Wang Proceedings of the fourth ACM international conference on Web search and …, 2011	632	2011
Gaussian processes for ordinal regression W Chu, Z Ghahramani JMLR 6, 1019-1041, 2004	581	2004
Preference learning with Gaussian processes W Chu, Z Ghahramani Proceedings of the 22nd international conference on Machine learning, 137-144, 2005	433	2005
Pairwise preference regression for cold-start recommendation ST Park, W Chu Proceedings of the third ACM conference on Recommender systems, 21-28, 2009	419	2009
New approaches to support vector ordinal regression W Chu, SS Keerthi Proceedings of the 22nd international conference on Machine learning, 145-152, 2005	381	2005
Support vector ordinal regression W Chu, SS Keerthi Neural Computation 19 (3), 792-815, 2007	368	2007
Modeling the Impact of Short-and Long-Term Behavior on Search Personalization PN Bennett, RW White, W Chu, ST Dumais, P Bailey, F Borisyuk, X Cui	351	2012
Personalized recommendation on dynamic content using predictive bilinear models W Chu, ST Park Proceedings of the 18th international conference on World wide web, 691-700, 2009	315	2009
Stochastic relational models for discriminative link prediction K Yu, W Chu, S Yu, V Tresp, Z Xu Advances in Neural Information Processing Systems 19, 1553, 2007	263	2007
An unbiased offline evaluation of contextual bandit algorithms with generalized linear models L Li, W Chu, J Langford, T Moon, X Wang Proceedings of the Workshop on On-line Trading of Exploration and …, 2012	241	2012
Multi-category classification by soft-max combination of binary classifiers K Duan, S Keerthi, W Chu, S Shevade, A Poo Multiple Classifier Systems, 160-160, 2003	233	2003
Alime chat: A sequence to sequence and rerank based chatbot engine M Qiu, FL Li, S Wang, X Gao, Y Chen, W Zhao, H Chen, J Huang, W Chu Proceedings of the 55th Annual Meeting of the Association for Computational …, 2017	232	2017
A support vector approach to censored targets PK Shivaswamy, W Chu, M Jansche Seventh IEEE International Conference on Data Mining (ICDM 2007), 655-660, 2007	179	2007
Bayesian support vector regression using a unified loss function W Chu, SS Keerthi, CJ Ong IEEE transactions on neural networks 15 (1), 29-44, 2004	165	2004
Enhancing personalized search by mining and modeling task behavior RW White, W Chu, A Hassan, X He, Y Song, H Wang Proceedings of the 22nd international conference on World Wide Web, 1411-1420, 2013	154	2013
Unbiased online active learning in data streams W Chu, M Zinkevich, L Li, A Thomas, B Tseng Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011	153	2011
Probabilistic models for incomplete multi-dimensional arrays W Chu, Z Ghahramani AISTATS, 2009	153	2009
Biomarker discovery in microarray gene expression data with Gaussian processes W Chu, Z Ghahramani, F Falciani, DL Wild Bioinformatics 21 (16), 3385-3393, 2005	150	2005

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