@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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", } @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", }