@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/107611,
    title ="Towards Robust Data-Driven Control Synthesis for Nonlinear Systems with Actuation Uncertainty",
    author = "Taylor, Andrew J. and Dorobantu, Victor D. and Dean, Sarah and Recht, Benjamin and Yue, Yisong and Ames, Aaron D.",
    journal = "arXiv",
    
    
    pages = "6469-6476",
    month = "December",
    year = "2021",
    doi = "https://doi.org/10.1109/CDC45484.2021.9683511",
    isbn = "978-1-6654-3659-5",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210120-165235061",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/117607,
    title ="DeepGEM: Generalized Expectation-Maximization for Blind Inversion",
    author = "Gao, Angela F. and Castellanos, Jorge C. and Yue, Yisong and Ross, Zachary E. and Bouman, Katherine L.",
    
    
    
    pages = "1-12",
    month = "December",
    year = "2021",
    
    isbn = "9781713845393",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20221026-200931912",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/113575,
    title ="Meta-Adaptive Nonlinear Control: Theory and Algorithms",
    author = "Shi, Guanya and Azizzadenesheli, Kamyar and O'Connell, Michael and Chung, Soon-Jo and Yue, Yisong",
    journal = "arXiv",
    
    
    
    month = "December",
    year = "2021",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220224-200754768",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/109029,
    title ="Learning to Control an Unstable System with One Minute of Data: Leveraging Gaussian Process Differentiation in Predictive Control",
    author = "Jimenez Rodriguez, Ivan D. and Rosolia, Ugo and Ames, Aaron D. and Yue, Yisong",
    journal = "arXiv",
    
    
    pages = "3896-3903",
    month = "September",
    year = "2021",
    doi = "https://doi.org/10.1109/IROS51168.2021.9636786",
    isbn = "978-1-6654-1714-3",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210510-095024771",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/110961,
    title ="Fine-Grained System Identification of Nonlinear Neural Circuits",
    author = "Bagherian, Dawna and Gornet, James and Bernstein, Jeremy and Ni, Yu-Li and Yue, Yisong and Meister, Markus",
    
    
    
    pages = "14-24",
    month = "August",
    year = "2021",
    doi = "https://doi.org/10.1145/3447548.3467402",
    isbn = "978-1-4503-8332-5",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210920-171551019",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/107562,
    title ="Task Programming: Learning Data Efficient Behavior Representations",
    author = "Sun, Jennifer J. and Kennedy, Ann and Zhan, Eric and Anderson, David J. and Yue, Yisong and Perona, Pietro",
    journal = "arXiv",
    
    
    pages = "2875-2884",
    month = "June",
    year = "2021",
    doi = "https://doi.org/10.1109/CVPR46437.2021.00290",
    isbn = "978-1-6654-4509-2",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210119-161625521",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/107615,
    title ="ROIAL: Region of Interest Active Learning for Characterizing Exoskeleton Gait Preference Landscapes",
    author = "Li, Kejun and Tucker, Maegan and Bıyık, Erdem and Novoseller, Ellen and Burdick, Joel W. and Sui, Yanan and Sadigh, Dorsa and Yue, Yisong and Ames, Aaron D.",
    journal = "arXiv",
    
    
    pages = "3212-3218",
    month = "May",
    year = "2021",
    doi = "https://doi.org/10.1109/ICRA48506.2021.9560840",
    isbn = "978-1-7281-9077-8",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210120-165248789",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/106489,
    title ="Deep Bayesian Quadrature Policy Optimization",
    author = "Ravi Tej, Akella and Azizzadenesheli, Kamyar and Ghavamzadeh, Mohammad and Anandkumar, Anima and Yue, Yisong",
    journal = "arXiv",
    volume = "35",
    
    pages = "6600-6608",
    month = "May",
    year = "2021",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201106-120212166",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/107566,
    title ="Machine Learning Based Path Planning for Improved Rover Navigation",
    author = "Abcouwer, Neil and Daftry, Shreyansh and del Sesto, Tyler and Toupet, Olivier and Ono, Masahiro and Venkatraman, Siddarth and Lanka, Ravi and Song, Jialin and Yue, Yisong",
    journal = "arXiv",
    
    
    pages = "1-9",
    month = "March",
    year = "2021",
    doi = "https://doi.org/10.1109/AERO50100.2021.9438337",
    isbn = "978-1-7281-7436-5",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210119-161632609",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/118581,
    title ="A General Large Neighborhood Search Framework for Solving Integer Programs",
    author = "Song, Jialin and Lanka, Ravi and Yue, Yisong and Dilkina, Bistra",
    
    
    
    pages = "1-12",
    month = "December",
    year = "2020",
    
    isbn = "9781713829546",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20221222-181855228",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/118584,
    title ="Iterative Amortized Policy Optimization",
    author = "Marino, Joseph and Piché, Alexandre and Ialongo, Alessandro Davide and Yue, Yisong",
    
    
    
    pages = "1-15",
    month = "December",
    year = "2020",
    
    isbn = "9781713829546",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20221222-185354379",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/106488,
    title ="Learning compositional functions via multiplicative weight updates",
    author = "Bernstein, Jeremy and Zhao, Jiawei and Meister, Markus and Liu, Ming-Yu and Anandkumar, Anima and Yue, Yisong",
    journal = "arXiv",
    
    
    
    month = "December",
    year = "2020",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201106-120208748",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/118580,
    title ="On the distance between two neural networks and the stability of learning",
    author = "Bernstein, Jeremy and Vahdat, Arash and Yue, Yisong and Liu, Ming-Yu",
    
    
    
    pages = "1-12",
    month = "December",
    year = "2020",
    
    isbn = "9781713829546",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20221222-180007021",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/118582,
    title ="Online Optimization with Memory and Competitive Control",
    author = "Shi, Guanya and Lin, Yiheng and Chung, Soon-Jo and Yue, Yisong and Wierman, Adam",
    
    
    
    pages = "1-12",
    month = "December",
    year = "2020",
    
    isbn = "9781713829546",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20221222-183256740",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/118583,
    title ="The Power of Predictions in Online Control",
    author = "Yu, Chenkai and Shi, Guanya and Chung, Soon-Jo and Yue, Yisong and Wierman, Adam",
    
    
    
    pages = "1-11",
    month = "December",
    year = "2020",
    
    isbn = "9781713829546",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20221222-184439362",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/103476,
    title ="Human Preference-Based Learning for High-dimensional Optimization of Exoskeleton Walking Gaits",
    author = "Tucker, Maegan and Cheng, Myra and Novoseller, Ellen and Cheng, Richard and Yue, Yisong and Burdick, Joel W. and Ames, Aaron D.",
    journal = "arXiv",
    
    
    pages = "3423-3430",
    month = "October",
    year = "2020",
    doi = "https://doi.org/10.1109/IROS45743.2020.9341416",
    isbn = "978-1-7281-6212-6",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20200526-152132290",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/99548,
    title ="Neural-Swarm: Decentralized Close-Proximity Multirotor Control Using Learned Interactions",
    author = "Shi, Guanya and Hönig, Wolfgang and Yue, Yisong and Chung, Soon-Jo",
    
    
    
    pages = "3241-3247",
    month = "August",
    year = "2020",
    doi = "https://doi.org/10.1109/ICRA40945.2020.9196800",
    isbn = "978-1-7281-7395-5",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20191029-155055963",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/100589,
    title ="Preference-Based Learning for Exoskeleton Gait Optimization",
    author = "Tucker, Maegan and Novoseller, Ellen and Kann, Claudia and Sui, Yanan and Yue, Yisong and Burdick, Joel W. and Ames, Aaron D.",
    journal = "arXiv",
    
    
    pages = "2351-2357",
    month = "August",
    year = "2020",
    doi = "https://doi.org/10.1109/ICRA40945.2020.9196661",
    isbn = "978-1-7281-7395-5",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20200109-095946819",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/105497,
    title ="Mirrored Plasmonic Filter Design via Active Learning of Multi-Fidelity Physical Models",
    author = "Song, Jialin and Tokpanov, Yury S. and Chen, Yuxin and Fleischman, Dagny and Fountaine, Katherine T. and Yue, Yisong and Atwater, Harry A.",
    
    
    
    pages = "Art. No. JTu2D.6",
    month = "May",
    year = "2020",
    doi = "https://doi.org/10.1364/cleo_at.2020.jtu2d.6",
    isbn = "9781943580767",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20200923-131223809",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/94190,
    title ="A Control Lyapunov Perspective on Episodic Learning via Projection to State Stability",
    author = "Taylor, Andrew J. and Dorobantu, Victor D. and Krishnamoorthy, Meera and Le, Hoang M. and Yue, Yisong and Ames, Aaron D.",
    journal = "arXiv",
    
    
    pages = "1448-1455",
    month = "December",
    year = "2019",
    doi = "https://doi.org/10.1109/CDC40024.2019.9029226",
    isbn = "978-1-7281-1398-2",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190327-085842025",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/98461,
    title ="An Encoder-Decoder Based Approach for Anomaly Detection with Application in Additive Manufacturing",
    author = "Jin, Baihong and Tan, Yingshui and Nettekoven, Alexander and Chen, Yuxin and Topcu, Ufuk and Yue, Yisong and Sangiovanni Vincentelli, Alberto",
    journal = "arXiv",
    
    
    pages = "1008-1015",
    month = "December",
    year = "2019",
    doi = "https://doi.org/10.1109/ICMLA.2019.00171",
    isbn = "978-1-7281-4550-1",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190905-154317486",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/98460,
    title ="Imitation-Projected Policy Gradient for Programmatic Reinforcement Learning",
    author = "Verma, Abhinav and Le, Hoang M. and Yue, Yisong and Chaudhuri, Swarat",
    journal = "arXiv",
    
    
    pages = "Art. No. 9705",
    month = "December",
    year = "2019",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190905-154314013",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/100591,
    title ="Landmark Ordinal Embedding",
    author = "Ghosh, Nikhil and Chen, Yuxin and Yue, Yisong",
    journal = "arXiv",
    
    
    pages = "Art. No. 9326",
    month = "December",
    year = "2019",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20200109-101416499",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/92657,
    title ="NAOMI: Non-Autoregressive Multiresolution Sequence Imputation",
    author = "Liu, Yukai and Yu, Rose and Zheng, Stephan and Zhan, Eric and Yue, Yisong",
    journal = "arXiv",
    
    
    pages = "Art. No. 9302",
    month = "December",
    year = "2019",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190205-100357088",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/87072,
    title ="Teaching Multiple Concepts to Forgetful Learners",
    author = "Hunziker, Anette and Chen, Yuxin and Mac Aodha, Oisin and Gomez Rodriguez, Manuel and Krause, Andreas and Perona, Pietro and Yue, Yisong and Singla, Adish",
    journal = "arXiv",
    
    
    pages = "Art. No. 8659",
    month = "December",
    year = "2019",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180613-133348044",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/94189,
    title ="Episodic Learning with Control Lyapunov Functions for Uncertain Robotic Systems",
    author = "Taylor, Andrew J. and Dorobantu, Victor D. and Le, Hoang M. and Yue, Yisong and Ames, Aaron D.",
    journal = "arXiv",
    
    
    pages = "6878-6884",
    month = "November",
    year = "2019",
    doi = "https://doi.org/10.1109/IROS40897.2019.8967820",
    isbn = "978-1-7281-4004-9",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190327-085838590",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/92662,
    title ="Barrier Certificates for Assured Machine Teaching",
    author = "Ahmadi, Mohamadreza and Wu, Bo and Chen, Yuxin and Yue, Yisong and Topcu, Ufuk",
    journal = "arXiv",
    
    
    pages = "3658-3663",
    month = "July",
    year = "2019",
    
    isbn = "978-1-5386-7926-5",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190205-102249789",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/92658,
    title ="Neural Lander: Stable Drone Landing Control using Learned Dynamics",
    author = "Shi, Guanya and Shi, Xichen and O'Connell, Michael and Yu, Rose and Azizzadenesheli, Kamyar and Anandkumar, Animashree and Yue, Yisong and Chung, Soon-Jo",
    journal = "arXiv",
    
    
    pages = "9784-9790",
    month = "May",
    year = "2019",
    doi = "https://doi.org/10.1109/ICRA.2019.8794351",
    isbn = "978-1-5386-6027-0",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190205-100744248",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/92660,
    title ="A General Method for Amortizing Variational Filtering",
    author = "Marino, Joseph and Cvitkovic, Milan and Yue, Yisong",
    journal = "arXiv",
    
    number = "31",
    pages = "1-12",
    month = "November",
    year = "2018",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190205-101451102",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/87078,
    title ="Teaching categories to human learners with visual explanations",
    author = "Mac Aodha, Oisin and Su, Shihan and Chen, Yuxin and Perona, Pietro and Yue, Yisong",
    journal = "Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition",
    
    
    pages = "3820-3828",
    month = "June",
    year = "2018",
    doi = "https://doi.org/10.1109/CVPR.2018.00402",
    isbn = "978-1-5386-6420-9",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180613-143607692",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/87081,
    title ="Understanding the Role of Adaptivity in Machine Teaching: The Case of Version Space Learners",
    author = "Chen, Yuxin and Singla, Adish and Mac Aodha, Oisin and Perona, Pietro and Yue, Yisong",
    
    
    number = "31",
    pages = "1-11",
    month = "February",
    year = "2018",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180613-144817832",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/79271,
    title ="Factorized Variational Autoencoders for Modeling Audience Reactions to Movies",
    author = "Deng, Zhiwei and Navarathna, Rajitha and Carr, Peter and Mandt, Stephan and Yue, Yisong and Matthews, Iain and Mori, Greg",
    journal = "Computer Vision and Pattern Recognition (CVPR), 2017 IEEE Conference on",
    
    
    
    month = "July",
    year = "2017",
    doi = "https://doi.org/10.1109/CVPR.2017.637",
    isbn = "978-1-5386-0457-1",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170721-141656092",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/78272,
    title ="A Rotation Invariant Latent Factor Model for Moveme Discovery from Static Poses",
    author = "Ruggero Ronchi, Matteo and Kim, Joon Sik and Yue, Yisong",
    
    
    
    pages = "1179-1184",
    month = "December",
    year = "2016",
    doi = "https://doi.org/10.1109/ICDM.2016.0156",
    isbn = "978-1-5090-5473-2",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170616-103109457",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/77822,
    title ="Generating Long-term Trajectories Using Deep Hierarchical Networks",
    author = "Zheng, Stephan and Yue, Yisong and Lucey, Patrick",
    
    volume = "3",
    
    pages = "1551-1559",
    month = "December",
    year = "2016",
    
    isbn = "9781510838819",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170530-090151984",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/68721,
    title ="Learning Online Smooth Predictors for Realtime Camera Planning using Recurrent Decision Trees",
    author = "Chen, Jianhui and Le, Hoang M. and Carr, Peter and Yue, Yisong and Little, James J.",
    
    
    
    pages = "4688-4696",
    month = "June",
    year = "2016",
    doi = "https://doi.org/10.1109/CVPR.2016.507",
    isbn = "978-1-4673-8851-1",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160628-154742818",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/65390,
    title ="Chalkboarding: A New Spatiotemporal Query Paradigm for Sports Play Retrieval",
    author = "Sha, Long and Lucey, Patrick and Yue, Yisong and Carr, Peter and Rohlf, Charlie and Matthews, Iain",
    
    
    
    pages = "336-347",
    month = "March",
    year = "2016",
    doi = "https://doi.org/10.1145/2856767.2856772",
    isbn = "978-1-4503-4137-0",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160316-093534396",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/70535,
    title ="Robust Ambulance Allocation Using Risk-based Metrics",
    author = "Krishnan, Kaushik and Marla, Lavanya and Yue, Yisong",
    
    
    
    pages = "1-6",
    month = "January",
    year = "2016",
    doi = "https://doi.org/10.1109/COMSNETS.2016.7439958",
    isbn = "978-1-4673-9622-6",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160922-115002462",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/60579,
    title ="A Decision Tree Framework for Spatiotemporal Sequence Prediction",
    author = "Kim, Taehwan and Taylor, Sarah and Yue, Yisong and Matthews, Iain",
    
    
    
    pages = "577-586",
    month = "August",
    year = "2015",
    doi = "https://doi.org/10.1145/2783258.2783356",
    isbn = "978-1-4503-3664-2",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20150928-132143651",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/65866,
    title ="Smooth Interactive Submodular Set Cover",
    author = "He, Bryan and Yue, Yisong",
    
    
    number = "28",
    
    month = "January",
    year = "2015",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160401-171139889",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/79272,
    title ="Identifying Team Style in Soccer Using Formations Learned from Spatiotemporal Tracking Data",
    author = "Bialkowski, Alina and Lucey, Patrick and Carr, Peter and Yue, Yisong and Sridharan, Sridha and Matthews, Iain",
    
    
    
    pages = "9-14",
    month = "December",
    year = "2014",
    doi = "https://doi.org/10.1109/ICDMW.2014.167",
    isbn = "978-1-4799-4274-9",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170721-142537932",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/79274,
    title ="Large-Scale Analysis of Soccer Matches Using Spatiotemporal Tracking Data",
    author = "Bialkowski, Alina and Lucey, Patrick and Carr, Peter and Yue, Yisong and Sridharan, Sridha and Matthews, Iain",
    
    
    
    pages = "725-730",
    month = "December",
    year = "2014",
    doi = "https://doi.org/10.1109/ICDM.2014.133",
    isbn = "978-1-4799-4274-9",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170721-144245153",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/79273,
    title ="Learning Fine-Grained Spatial Models for Dynamic Sports Play Prediction",
    author = "Yue, Yisong and Lucey, Patrick and Carr, Peter and Bialkowski, Alina and Matthews, Iain",
    
    
    
    pages = "670-679",
    month = "December",
    year = "2014",
    doi = "https://doi.org/10.1109/ICDM.2014.106",
    isbn = "978-1-4799-4274-9",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170721-143055589",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/49560,
    title ="Personalized Collaborative Clustering",
    author = "Yue, Yisong and Wang, Chong and El-Arini, Khalid and Guestrin, Carlos",
    
    
    
    pages = "75-84",
    month = "April",
    year = "2014",
    doi = "https://doi.org/10.1145/2566486.2567991 ",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20140910-144514868",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/49540,
    title ="Adaptive Collective Routing Using Gaussian Process Dynamic Congestion Models",
    author = "Liu, Siyuan and Yue, Yisong and Krishnan, Ramayya",
    
    
    
    pages = "704-712",
    month = "January",
    year = "2013",
    doi = "https://doi.org/10.1145/2487575.2487598",
    isbn = "978-1-4503-2174-7",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20140910-105714525",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/94188,
    title ="Hierarchical Exploration for Accelerating Contextual Bandits",
    author = "Yue, Yisong and Hong, Sue Ann and Guestrin, Carlos",
    journal = "arXiv",
    
    
    pages = "979-986",
    month = "July",
    year = "2012",
    
    isbn = "978-1-4503-1285-1",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190327-085835163",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/94727,
    title ="Linear Submodular Bandits and their Application to Diversified Retrieval",
    author = "Yue, Yisong and Guestrin, Carlos",
    
    
    number = "24",
    pages = "1-9",
    month = "December",
    year = "2011",
    
    isbn = "9781618395993",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190416-081616693",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/49559,
    title ="Practical Online Retrieval Evaluation",
    author = "Radlinski, Filip and Yue, Yisong",
    
    
    
    pages = "1301",
    month = "July",
    year = "2011",
    doi = "https://doi.org/10.1145/2009916.2010171 ",
    isbn = "978-1-4503-0757-4",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20140910-142307889",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/49551,
    title ="Dynamic Ranked Retrieval",
    author = "Brandt, Christina and Joachims, Thorsten and Yue, Yisong and Bank, Jacob",
    
    
    
    pages = "247-256",
    month = "February",
    year = "2011",
    doi = "https://doi.org/10.1145/1935826.1935872",
    isbn = "978-1-4503-0493-1",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20140910-134106609",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/49550,
    title ="Multi-level structured models for document-level sentiment classification",
    author = "Yessenalina, Ainur and Yue, Yisong and Cardie, Claire",
    
    
    
    pages = "1046-1056",
    month = "October",
    year = "2010",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20140910-132610594",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/49556,
    title ="Learning More Powerful Test Statistics for Click-Based Retrieval Evaluation",
    author = "Yue, Yisong and Gao, Yue and Chapelle, Olivier and Zhang, Ya and Joachims, Thorsten",
    
    
    
    pages = "507-514",
    month = "July",
    year = "2010",
    doi = "https://doi.org/10.1145/1835449.1835534 ",
    isbn = "978-1-4503-0153-4",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20140910-140102637",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/49558,
    title ="Beyond position bias: examining result attractiveness as a source of presentation bias in clickthrough data",
    author = "Yue, Yisong and Patel, Rajan and Roehrig, Hein",
    
    
    
    pages = "1011-1018",
    month = "April",
    year = "2010",
    doi = "https://doi.org/10.1145/1772690.1772793 ",
    isbn = "978-1-60558-799-8",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20140910-141508773",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/49538,
    title ="Interactively Optimizing Information Retrieval Systems  as a Dueling Bandits Problem",
    author = "Yue, Yisong and Joachims, Thorsten",
    
    
    
    pages = "1201-1208",
    month = "January",
    year = "2009",
    doi = "https://doi.org/10.1145/1553374.1553527",
    isbn = "978-1-60558-516-1",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20140910-105428880",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/49539,
    title ="Predicting Diverse Subsets Using Structural SVMs",
    author = "Yue, Yisong and Joachims, Thorsten",
    journal = "Proceedings of the 25th international conference on Machine learning",
    
    
    pages = "1224-1231",
    month = "July",
    year = "2008",
    doi = "https://doi.org/10.1145/1390156.1390310",
    isbn = "978-1-60558-205-4",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20140910-105531620",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/49552,
    title ="A Support Vector Method for Optimizing Average Precision",
    author = "Yue, Yisong and Finley, Thomas and Radlinski, Filip and Joachims, Thorsten",
    
    
    
    pages = "271-278",
    month = "July",
    year = "2007",
    doi = "https://doi.org/10.1145/1277741.1277790",
    isbn = "978-1-59593-597-7",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20140910-134938693",
}