Yisong Yue

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Hoang M. LeLatitude AI; Argo AI; Microsoft Research; CaltechVerified email at lat.ai
Aaron D. AmesBren Professor, Mechanical and Civil Engineering, Control and Dynamical Systems, CaltechVerified email at cds.caltech.edu
Anima AnandkumarCalifornia Institute of Technology and NVIDIAVerified email at caltech.edu
Soon-Jo ChungBren Professor of Control and Dynamical Systems at Caltech; JPL Senior Research ScientistVerified email at caltech.edu
Patrick LuceyStats PerformVerified email at qut.edu.au
Thorsten JoachimsProfessor of Computer Science, Cornell UniversityVerified email at cs.cornell.edu
Iain MatthewsEpic Games / University of East Anglia / Carnegie Mellon UniversityVerified email at uea.ac.uk
Guanya ShiAssistant Professor, Robotics Institute, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Yuxin ChenUniversity of Chicago, Assistant Professor of Computer ScienceVerified email at uchicago.edu
Pietro PeronaCalifornia Institute of TechnologyVerified email at caltech.edu
Kamyar AzizzadenesheliNvidiaVerified email at nvidia.com
Jialin SongResearch Scientist, NVIDIAVerified email at nvidia.com
Yanan SuiTsinghua UniversityVerified email at tsinghua.edu.cn
Jennifer J. SunIncoming assistant professor to Cornell CSVerified email at caltech.edu
Eric ZhanCaltech PhDVerified email at caltech.edu
Andrew J. TaylorSenior Motion Planning Engineer at Motional ADVerified email at alumni.caltech.edu
Michael O'ConnellGraduate Student, California Institute of TechnologyVerified email at caltech.edu
Rose YuAssistant Professor, University of California, San DiegoVerified email at ucsd.edu
Swarat ChaudhuriProfessor of Computer Science, The University of Texas at AustinVerified email at cs.utexas.edu
Xichen ShiWaymo IncVerified email at waymo.com

Yisong Yue

California Institute of Technology; Latitude AI

Verified email at caltech.edu - Homepage

Machine Learning Sequential Decision Making Human-in-the-Loop AI-for-Science


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
A support vector method for optimizing average precision Y Yue, T Finley, F Radlinski, T Joachims Proceedings of the 30th annual international ACM SIGIR conference on …, 2007	882	2007
Interactively optimizing information retrieval systems as a dueling bandits problem Y Yue, T Joachims Proceedings of the 26th Annual International Conference on Machine Learning …, 2009	356	2009
The k-armed dueling bandits problem Y Yue, J Broder, R Kleinberg, T Joachims Conference on Learning Theory (COLT), 2009	334	2009
A deep learning approach for generalized speech animation S Taylor, T Kim, Y Yue, M Mahler, J Krahe, AG Rodriguez, J Hodgins, ... ACM Transactions On Graphics (TOG) 36 (4), 1-11, 2017	283	2017
Multi-level structured models for document-level sentiment classification A Yessenalina, Y Yue, C Cardie Proceedings of the 2010 conference on empirical methods in natural language …, 2010	264	2010
Batch Policy Learning under Constraints HM Le, C Voloshin, Y Yue International Conference on Machine Learning (ICML), 2019	249	2019
Neural lander: Stable drone landing control using learned dynamics G Shi, X Shi, M O'Connell, R Yu, K Azizzadenesheli, A Anandkumar, ... International Conference on Robotics and Automation (ICRA), 2019	247	2019
Beyond position bias: Examining result attractiveness as a source of presentation bias in clickthrough data Y Yue, R Patel, H Roehrig Proceedings of the 19th international conference on World wide web, 1011-1018, 2010	222	2010
Learning for Safety-Critical Control with Control Barrier Functions A Taylor, A Singletary, Y Yue, A Ames Conference on Learning for Dynamics and Control (L4DC), 2020	217	2020
Large Scale Validation and Analysis of Interleaved Search Evaluation O CHAPELLE, T JOACHIMS, F RADLINSKI, Y YUE ACM Transactions on Information Systems (TOIS) 30 (1), 6:1--6:41, 2012	216	2012
Predicting diverse subsets using structural SVMs Y Yue, T Joachims Proceedings of the 25th international conference on Machine learning, 1224-1231, 2008	207	2008
Coordinated Multi-Agent Imitation Learning HM Le, Y Yue, P Carr, P Lucey International Conference on Machine Learning (ICML), 2017	204	2017
Large-Scale Analysis of Soccer Matches using Spatiotemporal Tracking Data A Bialkowski, P Lucey, P Carr, Y Yue, S Sridharan, I Matthews IEEE International Conference on Data Mining (ICDM), 2014	197	2014
Long-term forecasting using higher order tensor-train rnns R Yu, S Zheng, A Anandkumar, Y Yue arXiv preprint arXiv:1711.00073, 2017	193*	2017
Hierarchical Imitation and Reinforcement Learning HM Le, N Jiang, A Agarwal, M Dudík, Y Yue, H Daumé III International Conference on Machine Learning (ICML), 2018	187	2018
Linear Submodular Bandits and its Application to Diversified Retrieval Y Yue, C Guestrin Proceedings of Neural Information Processing Systems (NeurIPS), 2011	184*	2011
PhaseLink: A deep learning approach to seismic phase association ZE Ross, Y Yue, MA Meier, E Hauksson, TH Heaton Journal of Geophysical Research: Solid Earth 124 (1), 856-869, 2019	167	2019
Iterative Amortized Inference J Marino, Y Yue, S Mandt International Conference on Machine Learning (ICML), 2018	166	2018
Predicting structured objects with support vector machines T Joachims, T Hofmann, Y Yue, CN Yu Communications of the ACM 52 (11), 97-104, 2009	143	2009
Beat the Mean Bandit Y Yue, T Joachims International Conference on Machine Learning (ICML), 2011	131	2011

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