@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/120427,
    title ="Neural Operators for Solving PDEs and Inverse Design",
    author = "Anandkumar, Anima",
    
    
    
    pages = "195",
    month = "March",
    year = "2023",
    doi = "https://doi.org/10.1145/3569052.3578911",
    isbn = "978-1-4503-9978-4",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20230327-853994000.2",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/120067,
    title ="Machine Learning Accelerated PDE Backstepping Observers",
    author = "Shi, Yuanyuan and Li, Zongyi and Yu, Huan and Steeves, Drew and Anandkumar, Anima and Krstic, Miroslav",
    
    
    
    pages = "5423-5428",
    month = "December",
    year = "2022",
    doi = "https://doi.org/10.1109/CDC51059.2022.9992759",
    isbn = "978-1-6654-6761-2",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20230315-336429000.9",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/120065,
    title ="Bongard-HOI: Benchmarking Few-Shot Visual Reasoning for Human-Object Interactions",
    author = "Jiang, Huaizu and Ma, Xiaojian and Nie, Weili and Yu, Zhiding and Zhu, Yuke and Anandkumar, Anima",
    
    
    
    pages = "19034-19043",
    month = "June",
    year = "2022",
    doi = "https://doi.org/10.1109/CVPR52688.2022.01847",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20230315-336421000.7",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/120063,
    title ="FreeSOLO: Learning to Segment Objects without Annotations",
    author = "Wang, Xinlong and Yu, Zhiding and De Mello, Shalini and Kautz, Jan and Anandkumar, Anima and Shen, Chunhua and Alvarez, Jose M.",
    
    
    
    pages = "14156-14166",
    month = "June",
    year = "2022",
    doi = "https://doi.org/10.1109/CVPR52688.2022.01378",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20230315-336403000.4",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/120064,
    title ="Not All Labels Are Equal: Rationalizing The Labeling Costs for Training Object Detection",
    author = "Elezi, Ismail and Yu, Zhiding and Anandkumar, Anima and Leal-Taixe, Laura and Alvarez, Jose M.",
    
    
    
    pages = "14472-14781",
    month = "June",
    year = "2022",
    doi = "https://doi.org/10.1109/CVPR52688.2022.01409",
    isbn = "978-1-6654-6946-3",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20230315-336419000.6",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/120066,
    title ="Panoptic SegFormer: Delving Deeper into Panoptic Segmentation with Transformers",
    author = "Li, Zhiqi and Wang, Wenhai and Xie, Enze and Yu, Zhiding and Anandkumar, Anima and Alvarez, Jose M. and Luo, Ping and Lu, Tong",
    
    
    
    pages = "1270-1279",
    month = "June",
    year = "2022",
    doi = "https://doi.org/10.1109/CVPR52688.2022.00134",
    isbn = "978-1-6654-6946-3",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20230315-336427000.8",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/120062,
    title ="Stability Constrained Reinforcement Learning for Real-Time Voltage Control",
    author = "Shi, Yuanyuan and Qu, Guannan and Low, Steven and Anandkumar, Anima and Wierman, Adam",
    
    
    
    pages = "2715-2721",
    month = "June",
    year = "2022",
    doi = "https://doi.org/10.23919/ACC53348.2022.9867476",
    isbn = "978-1-6654-5196-",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20230315-336401000.3",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/120061,
    title ="OSCAR: Data-Driven Operational Space Control for Adaptive and Robust Robot Manipulation",
    author = "Wong, Josiah and Makoviychuk, Viktor and Anandkumar, Anima and Zhu, Yuke",
    
    
    
    pages = "10519-10526",
    month = "May",
    year = "2022",
    doi = "https://doi.org/10.1109/ICRA46639.2022.9811967",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20230315-336082000.1",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/116146,
    title ="ScaDL 2022 Invited Talk 3: Million-x speedups through convergence of AI and HPC",
    author = "Anandkumar, Anima",
    
    
    
    pages = "1041",
    month = "May",
    year = "2022",
    doi = "https://doi.org/10.1109/IPDPSW55747.2022.00168",
    isbn = "978-1-6654-9747-3",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220805-757905000",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/113408,
    title ="Model Learning Predictive Control in Nonlinear Dynamical Systems",
    author = "Lale, Sahin and Azizzadenesheli, Kamyar and Hassibi, Babak and Anandkumar, Anima",
    
    
    
    pages = "757-762",
    month = "December",
    year = "2021",
    doi = "https://doi.org/10.1109/CDC45484.2021.9683670",
    isbn = "978-1-6654-3659-5",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220210-721786000",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/118601,
    title ="Adversarially Robust 3D Point Cloud Recognition Using Self-Supervisions",
    author = "Sun, Jiachen and Cao, Yulong and Choy, Christopher and Yu, Zhiding and Anandkumar, Anima and Mao, Zhuqing M. and Xiao, Chaowei",
    
    
    
    pages = "1-15",
    month = "December",
    year = "2021",
    
    isbn = "9781713845393",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20221222-232011120",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/118599,
    title ="Coupled Segmentation and Edge Learning via Dynamic Graph Propagation",
    author = "Yu, Zhiding and Huang, Rui and Byeon, Wonmin and Liu, Sifei and Liu, Guilin and Breuel, Thomas and Anandkumar, Anima and Kautz, Jan",
    
    
    
    pages = "1-14",
    month = "December",
    year = "2021",
    
    isbn = "9781713845393",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20221222-225518550",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/118600,
    title ="Long-Short Transformer: Efficient Transformers for Language and Vision",
    author = "Zhu, Chen and Ping, Wei and Xiao, Chaowei and Shoeybi, Mohammad and Goldstein, Tom and Anandkumar, Anima and Catanzaro, Bryan",
    
    
    
    pages = "1-14",
    month = "December",
    year = "2021",
    
    isbn = "9781713845393",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20221222-230911029",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/118602,
    title ="SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers",
    author = "Xie, Enze and Wang, Wenhai and Yu, Zhiding and Anandkumar, Anima and Alvarez, Jose M. and Luo, Ping",
    
    
    
    pages = "1-14",
    month = "December",
    year = "2021",
    
    isbn = "9781713845393",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20221222-232723221",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/115606,
    title ="Training Certifiably Robust Neural Networks with Efficient Local Lipschitz Bounds",
    author = "Huang, Yujia and Zhang, Huan and Shi, Yuanyuan and Kolter, J. Zico and Anandkumar, Anima",
    journal = "arXiv",
    
    
    pages = "22745-22757",
    month = "November",
    year = "2021",
    
    isbn = "9781713845393",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220714-224653496",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/115608,
    title ="AugMax: Adversarial Composition of Random Augmentations for Robust Training",
    author = "Wang, Haotao and Xiao, Chaowei and Kossaifi, Jean and Yu, Zhiding and Anandkumar, Anima and Wang, Zhangyang",
    journal = "arXiv",
    
    
    pages = "237-250",
    month = "October",
    year = "2021",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220714-224700672",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/115610,
    title ="Controllable and Compositional Generation with Latent-Space Energy-Based Models",
    author = "Nie, Weili and Vahdat, Arash and Anandkumar, Anima",
    journal = "arXiv",
    
    
    pages = "15498-15512",
    month = "October",
    year = "2021",
    
    isbn = "9781713845393",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220714-224708055",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/115616,
    title ="Self-Calibrating Neural Radiance Fields",
    author = "Jeong, Yoonwoo and Ahn, Seokjun and Choy, Christopher and Anandkumar, Animashree and Cho, Minsu and Park, Jaesik",
    journal = "arXiv",
    
    
    pages = "5826-5834",
    month = "October",
    year = "2021",
    doi = "https://doi.org/10.1109/ICCV48922.2021.00579",
    isbn = "978-1-6654-2812-5",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220715-171630599",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/110644,
    title ="DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision",
    author = "Lan, Shiyi and Yu, Zhiding and Choy, Christopher and Radhakrishnan, Subhashree and Liu, Guilin and Zhu, Yuke and Davis, Larry S. and Anandkumar, Anima",
    journal = "arXiv",
    
    
    pages = "3386-3396",
    month = "October",
    year = "2021",
    doi = "https://doi.org/10.1109/ICCV48922.2021.00339",
    isbn = "978-1-6654-2812-5",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210831-203854134",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/109034,
    title ="Dynamic Social Media Monitoring for Fast-Evolving Online Discussions",
    author = "Srikanth, Maya and Liu, Anqi and Adams-Cohen, Nicholas and Cao, Jian and Alvarez, R. Michael and Anandkumar, Animashree",
    journal = "arXiv",
    
    
    pages = "3576-3584",
    month = "August",
    year = "2021",
    doi = "https://doi.org/10.1145/3447548.3467171",
    isbn = "978-1-4503-8332-5",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210510-121148191",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/106485,
    title ="Unsupervised Controllable Generation with Self-Training",
    author = "Chrysos, Grigorios G. and Kossaifi, Jean and Yu, Zhiding and Anandkumar, Anima",
    journal = "arXiv",
    
    
    pages = "1-8",
    month = "July",
    year = "2021",
    doi = "https://doi.org/10.1109/IJCNN52387.2021.9534045",
    isbn = "978-1-6654-3900-8",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201106-120158552",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/108206,
    title ="Emergent Hand Morphology and Control from Optimizing Robust Grasps of Diverse Objects",
    author = "Pan, Xinlei and Garg, Animesh and Anandkumar, Animashree and Zhu, Yuke",
    journal = "arXiv",
    
    
    pages = "7540-7547",
    month = "June",
    year = "2021",
    doi = "https://doi.org/10.1109/ICRA48506.2021.9562092",
    isbn = "978-1-7281-9077-8",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210225-132725054",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/108208,
    title ="Fast Uncertainty Quantification for Deep Object Pose Estimation",
    author = "Shi, Guanya and Zhu, Yifeng and Tremblay, Jonathan and Birchfield, Stan and Ramos, Fabio and Anandkumar, Animashree and Zhu, Yuke",
    journal = "arXiv",
    
    
    pages = "5200-5207",
    month = "May",
    year = "2021",
    doi = "https://doi.org/10.1109/ICRA48506.2021.9561483",
    isbn = "978-1-7281-9077-8",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210225-132731801",
}
@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/102332,
    title ="Adaptive Control and Regret Minimization in Linear Quadratic Gaussian (LQG) Setting",
    author = "Lale, Sahin and Azizzadenesheli, Kamyar and Hassibi, Babak and Anandkumar, Anima",
    journal = "arXiv",
    
    
    pages = "2517-2522",
    month = "May",
    year = "2021",
    doi = "https://doi.org/10.23919/ACC50511.2021.9483309",
    isbn = "978-1-6654-4197-1",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20200403-141835981",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/106900,
    title ="Multi-task learning for electronic structure to predict and explore molecular potential energy surfaces",
    author = "Qiao, Zhuoran and Ding, Feizhi and Welborn, Matthew and Bygrave, Peter J. and Smith, Daniel G. A. and Anandkumar, Animashree and Manby, Frederick R. and Miller, Thomas F., III",
    journal = "arXiv",
    
    number = "33",
    pages = "1-23",
    month = "December",
    year = "2020",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201203-151028849",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/106499,
    title ="Bongard-LOGO: A New Benchmark for Human-Level Concept Learning and Reasoning",
    author = "Nie, Weili and Yu, Zhiding and Mao, Lei and Patel, Ankit B. and Zhu, Yuke and Anandkumar, Animashree",
    journal = "arXiv",
    
    
    
    month = "December",
    year = "2020",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201109-074710530",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/106512,
    title ="Causal Discovery in Physical Systems from Videos",
    author = "Li, Yunzhu and Torralba, Antonio and Anandkumar, Animashree and Fox, Dieter and Garg, Animesh",
    journal = "arXiv",
    
    
    
    month = "December",
    year = "2020",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201109-123525639",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/102272,
    title ="Convolutional Tensor-Train LSTM for Spatio-temporal Learning",
    author = "Su, Jiahao and Byeon, Wonmin and Kossaifi, Jean and Huang, Furong and Kautz, Jan and Anandkumar, Animashree",
    journal = "arXiv",
    
    
    
    month = "December",
    year = "2020",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20200402-134911700",
}
@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/118598,
    title ="Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems",
    author = "Lale, Sahin and Azizzadenesheli, Kamyar and Hassibi, Babak and Anandkumar, Anima",
    
    
    
    pages = "1-13",
    month = "December",
    year = "2020",
    
    isbn = "9781713829546",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20221222-222544264",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/106492,
    title ="Multipole Graph Neural Operator for Parametric Partial Differential Equations",
    author = "Li, Zongyi and Kovachki, Nikola and Azizzadenesheli, Kamyar and Liu, Burigede and Bhattacharya, Kaushik and Stuart, Andrew and Anandkumar, Anima",
    journal = "arXiv",
    
    
    
    month = "December",
    year = "2020",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201106-120222366",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/106486,
    title ="Neural Networks with Recurrent Generative Feedback",
    author = "Huang, Yujia and Gornet, James and Dai, Sihui and Yu, Zhiding and Nguyen, Tan and Tsao, Doris Y. and Anandkumar, Anima",
    journal = "arXiv",
    
    
    
    month = "December",
    year = "2020",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201106-120201944",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/109010,
    title ="Role of HPC in next-generation AI",
    author = "Anandkumar, Animashree",
    
    
    
    pages = "xx",
    month = "December",
    year = "2020",
    doi = "https://doi.org/10.1109/hipc50609.2020.00010",
    isbn = "9781665422925",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210507-122910987",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/103478,
    title ="MESHFREEFLOWNET: A Physics-Constrained Deep Continuous Space-Time Super-Resolution Framework",
    author = "Jiang, Chiyu Max and Esmaeilzadeh, Soheil and Azizzadenesheli, Kamyar and Kashinath, Karthik and Mustafa, Mustafa and Tchelepi, Hamdi A. and Marcus, Philip and Prabhat, Mr. and Anandkumar, Anima",
    journal = "arXiv",
    
    
    pages = "1-15",
    month = "November",
    year = "2020",
    doi = "https://doi.org/10.1109/SC41405.2020.00013",
    isbn = "978-1-7281-9998-6",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20200526-153937049",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/100568,
    title ="Learning Pose Estimation for UAV Autonomous Navigation and Landing Using Visual-Inertial Sensor Data",
    author = "Baldini, Francesca and Anandkumar, Animashree and Murray, Richard M.",
    journal = "arXiv",
    
    
    pages = "2961-2966",
    month = "July",
    year = "2020",
    doi = "https://doi.org/10.23919/ACC45564.2020.9147400",
    isbn = "9781538682661",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20200108-154918519",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/94183,
    title ="Higher-order Count Sketch: Dimensionality Reduction That Retains Efficient Tensor Operations",
    author = "Shi, Yang and Anandkumar, Animashree",
    journal = "arXiv",
    
    
    pages = "394",
    month = "March",
    year = "2020",
    doi = "https://doi.org/",
    isbn = "978-1-7281-6457-1",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190327-085821224",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/98451,
    title ="Competitive Gradient Descent",
    author = "Schäfer, Florian and Anandkumar, Anima",
    journal = "33rd Conference on Neural Information Processing Systems",
    
    
    pages = "Art. No. 8979",
    month = "December",
    year = "2019",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190905-154241002",
}
@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/94177,
    title ="Probabilistic FastText for Multi-Sense Word Embeddings",
    author = "Athiwaratkun, Ben and Wilson, Andrew Gordon and Anandkumar, Anima",
    journal = "arXiv",
    
    
    pages = "Art. No. P18-1001 ",
    month = "June",
    year = "2018",
    
    isbn = "978-1-948087-32-2",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190327-085800530",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/94175,
    title ="Question Type Guided Attention in Visual Question Answering",
    author = "Shi, Yang and Furlanello, Tommaso and Zha, Sheng and Anandkumar, Animashree",
    journal = "arXiv",
    volume = "IV",
    number = "11208",
    pages = "158-175",
    month = "April",
    year = "2018",
    doi = "https://doi.org/10.1007/978-3-030-01225-0_10",
    isbn = "978-3-030-01224-3",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190327-085753056",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/90569,
    title ="Efficient Exploration Through Bayesian Deep Q-Networks",
    author = "Azizzadenesheli, Kamyar and Brunskill, Emma and Anandkumar, Animashree",
    
    
    
    pages = "1-9",
    month = "February",
    year = "2018",
    doi = "https://doi.org/10.1109/ita.2018.8503252",
    isbn = "9781728101248",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20181101-121222226",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/85394,
    title ="Tensor Contraction Layers for Parsimonious Deep Nets",
    author = "Kossaifi, Jean and Khanna, Aran and Lipton, Zachary and Furlanello, Tommaso and Anandkumar, Anima",
    
    
    
    pages = "1940-1946",
    month = "July",
    year = "2017",
    doi = "https://doi.org/10.1109/CVPRW.2017.243",
    isbn = "978-1-5386-0733-6",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180321-103123441",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/94327,
    title ="Online and Differentially-Private Tensor Decomposition",
    author = "Wang, Yining and Anandkumar, Animashree",
    journal = "arXiv",
    
    
    pages = "Art. No. 6498",
    month = "December",
    year = "2016",
    
    isbn = "9781510838819",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190401-123322786",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/81622,
    title ="Tensor Contractions with Extended BLAS Kernels on CPU and GPU",
    author = "Shi, Yang and Niranjan, U. N. and Anandkumar, Animashree and Cecka, Cris",
    
    
    
    pages = "193-202",
    month = "December",
    year = "2016",
    doi = "https://doi.org/10.1109/HiPC.2016.031",
    isbn = "978-1-5090-5411-4",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170920-112945692",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/94320,
    title ="Fast and Guaranteed Tensor Decomposition via Sketching",
    author = "Wang, Yining and Tung, Hsiao-Yu and Smola, Alex and Anandkumar, Anima",
    journal = "arXiv",
    volume = "1",
    
    pages = "991-999",
    month = "December",
    year = "2015",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190401-123256793",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/81868,
    title ="Are You Going to the Party: Depends, Who Else is Coming?: [Learning Hidden Group Dynamics via Conditional Latent Tree Models]",
    author = "Arabshahi, Forough and Huang, Furong and Anandkumar, Animashree and Butts, Carter T. and Fitzhugh, Sean M.",
    
    
    
    pages = "697-702",
    month = "November",
    year = "2015",
    doi = "https://doi.org/10.1109/ICDM.2015.146",
    isbn = "978-1-4673-9504-5",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170927-083449769",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/81634,
    title ="Tensor Decompositions for Learning Latent Variable Models (A Survey for ALT)",
    author = "Anandkumar, Animashree and Ge, Rong and Hsu, Daniel and Kakade, Sham M. and Telgarsky, Matus",
    
    
    number = "9355",
    pages = "19-38",
    month = "October",
    year = "2015",
    doi = "https://doi.org/10.1007/978-3-319-24486-0_2",
    isbn = "978-3-319-24485-3",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170920-143816175",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/118594,
    title ="Multi-Step Stochastic ADMM in High Dimensions: Applications to Sparse Optimization and Matrix Decomposition",
    author = "Sedghi, Hanie and Anandkumar, Anima and Jonckheere, Edmond",
    
    
    
    pages = "1-9",
    month = "December",
    year = "2014",
    
    isbn = "9781510800410",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20221222-215036029",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/118596,
    title ="Provable Non-convex Robust PCA",
    author = "Netrapalli, Praneeth and Niranjan, U N and Sanghavi, Sujay and Anandkumar, Animashree and Jain, Prateek",
    
    
    
    pages = "1-9",
    month = "December",
    year = "2014",
    
    isbn = "9781510800410",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20221222-220846768",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/81804,
    title ="Robust noncooperative rate-maximization game for MIMO Gaussian interference channels under bounded channel uncertainty",
    author = "Anandkumar, Amod J. G. and Anandkumar, Animashree and Lambotharan, Sangarapillai and Chambers, Jonathon",
    
    
    
    pages = "4819-4823",
    month = "May",
    year = "2013",
    doi = "https://doi.org/10.1109/ICASSP.2013.6638576",
    isbn = "978-1-4799-0356-6",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170925-100945197",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/81803,
    title ="FCD: Fast-concurrent-distributed load balancing under switching costs and imperfect observations",
    author = "Huang, Furong and Anandkumar, Animashree",
    
    
    
    pages = "1896-1904",
    month = "April",
    year = "2013",
    doi = "https://doi.org/10.1109/INFCOM.2013.6566989",
    isbn = "978-1-4673-5944-3",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170925-100358224",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/81802,
    title ="Active learning of multiple source multiple destination topologies",
    author = "Sattari, Pegah and Kurant, Maciej and Anandkumar, Animashree and Markopoulou, Athina and Rabbat, Michael",
    
    
    
    pages = "1-6",
    month = "March",
    year = "2013",
    doi = "https://doi.org/10.1109/CISS.2013.6552253",
    isbn = "978-1-4673-5237-6",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170925-095252031",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/118593,
    title ="A Spectral Algorithm for Latent Dirichlet Allocation",
    author = "Anandkumar, Anima and Foster, Dean P. and Hsu, Daniel and Kakade, Sham M. and Liu, Yi-Kai",
    
    
    
    pages = "1-9",
    month = "December",
    year = "2012",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20221222-213700256",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/118592,
    title ="Latent Graphical Model Selection: Efficient Methods for Locally Tree-like Graphs",
    author = "Anandkumar, Anima and Valluvan, Ragupathyraj",
    
    
    
    pages = "1-9",
    month = "December",
    year = "2012",
    
    isbn = "9781627480031",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20221222-212818169",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/118587,
    title ="High-Dimensional Graphical Model Selection: Tractable Graph Families and Necessary Conditions",
    author = "Anandkumar, Anima and Tan, Voncent Y. F. and Willsky, Alan S.",
    
    
    
    pages = "1-9",
    month = "December",
    year = "2011",
    
    isbn = "9781618395993",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20221222-193410312",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/118591,
    title ="Learning Mixtures of Tree Graphical Models",
    author = "Anandkumar, Animashree and Hsu, Daniel and Huang, Furong and Kakade, Sham M.",
    
    
    
    pages = "1-9",
    month = "December",
    year = "2011",
    
    isbn = "9781618395993",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20221222-212034677",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/118585,
    title ="Spectral Methods for Learning Multivariate Latent Tree Structure",
    author = "Anandkumar, Animashree and Chaudhuri, Kamalika and Hsu, Daniel and Kakade, Sham M. and Song, Le and Zhang, Tong",
    
    
    
    pages = "1-9",
    month = "December",
    year = "2011",
    
    isbn = "9781618395993",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20221222-190922619",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/29998,
    title ="Summary Based Structures with Improved Sublinear Recovery for Compressed Sensing",
    author = "Khajehnejad, M. Amin and Yoo, Juhwan and Anandkumar, Animashree and Hassibi, Babak",
    
    
    
    pages = "1427-1431",
    month = "July",
    year = "2011",
    doi = "https://doi.org/10.1109/ISIT.2011.6033775",
    isbn = "978-1-4577-0596-0",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20120406-072754339",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/81800,
    title ="Energy-latency tradeoff for in-network function computation in random networks",
    author = "Balister, Paul and Bollobás, Béla and Anandkumar, Animashree and Willsky, Alan",
    
    
    
    pages = "1575-1583",
    month = "April",
    year = "2011",
    doi = "https://doi.org/10.1109/INFCOM.2011.5934949",
    isbn = "978-1-4244-9919-9",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170925-092119382",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/81799,
    title ="Index-based sampling policies for tracking dynamic networks under sampling constraints",
    author = "He, Ting and Anandkumar, Animashree and Agrawal, Dakshi",
    
    
    
    pages = "1233-1241",
    month = "April",
    year = "2011",
    doi = "https://doi.org/10.1109/INFCOM.2011.5934904",
    isbn = "978-1-4244-9919-9",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170925-091212425",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/81752,
    title ="Efficiency of rate-maximization game under bounded channel uncertainty",
    author = "Anandkumar, Amod J. G. and Anandkumar, Animashree and Lambotharan, Sangarapillai and Chambers, Jonathon",
    
    
    
    pages = "482-486",
    month = "November",
    year = "2010",
    doi = "https://doi.org/10.1109/ACSSC.2010.5757605",
    isbn = "978-1-4244-9722-5",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170922-134024046",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/81735,
    title ="Error exponents for composite hypothesis testing of Markov forest distributions",
    author = "Tan, Vincent Y. F. and Anandkumar, Animashree and Willsky, Alan S.",
    
    
    
    pages = "1613-1617",
    month = "June",
    year = "2010",
    doi = "https://doi.org/10.1109/ISIT.2010.5513399",
    isbn = "978-1-4244-7890-3",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170922-085233225",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/34688,
    title ="Feedback Message Passing for Inference in Gaussian Graphical Models",
    author = "Liu, Ying and Chandrasekaran, Venkat and Anandkumar, Animashree and Willsky, Alan S.",
    
    
    
    pages = "1683-1687",
    month = "June",
    year = "2010",
    doi = "https://doi.org/10.1109/ISIT.2010.5513321",
    isbn = "978-1-4244-6960-4",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20121004-153356182",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/81733,
    title ="Limit laws for random spatial graphical models",
    author = "Anandkumar, Animashree and Yukich, Joseph and Willsky, Alan",
    
    
    
    pages = "1728-1732",
    month = "June",
    year = "2010",
    doi = "https://doi.org/10.1109/ISIT.2010.5513254",
    isbn = "978-1-4244-7890-3",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170922-084526901",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/81731,
    title ="Opportunistic Spectrum Access with Multiple Users: Learning under Competition",
    author = "Anandkumar, Animashree and Michael, Nithin and Tang, Ao",
    
    
    
    pages = "1-9",
    month = "March",
    year = "2010",
    doi = "https://doi.org/10.1109/INFCOM.2010.5462144",
    isbn = "978-1-4244-5836-3",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170922-083321456",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/81732,
    title ="Robust rate-maximization game under bounded channel uncertainty",
    author = "Anandkumar, Amod J. G. and Anandkumar, Animashree and Lambotharan, Sangarapillai and Chambers, Jonathon",
    
    
    
    pages = "3158-3161",
    month = "March",
    year = "2010",
    doi = "https://doi.org/10.1109/ICASSP.2010.5496066",
    isbn = "978-1-4244-4295-9",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170922-084018628",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/81718,
    title ="How do the structure and the parameters of Gaussian tree models affect structure learning?",
    author = "Tan, Vincent Y. F. and Anandkumar, Animashree and Willsky, Alan S.",
    
    
    
    pages = "684-691",
    month = "October",
    year = "2009",
    doi = "https://doi.org/10.1109/ALLERTON.2009.5394929",
    isbn = "978-1-4244-5870-7",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170921-160724769",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/81713,
    title ="A large-deviation analysis for the maximum likelihood learning of tree structures",
    author = "Tan, Vincent Y. F. and Anandkumar, Animashree and Tong, Lang and Willsky, Alan S.",
    
    
    
    pages = "1140-1144",
    month = "July",
    year = "2009",
    doi = "https://doi.org/10.1109/ISIT.2009.5206012",
    isbn = "978-1-4244-4312-3",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170921-154915776",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/81712,
    title ="Detection error exponent for spatially dependent samples in random networks",
    author = "Anandkumar, Animashree and Tong, Lang and Willsky, Alan",
    
    
    
    pages = "2882-2886",
    month = "July",
    year = "2009",
    doi = "https://doi.org/10.1109/ISIT.2009.5205358",
    isbn = "978-1-4244-4312-3",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170921-154140237",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/81710,
    title ="Prize-Collecting Data Fusion for Cost-Performance Tradeoff in Distributed Inference",
    author = "Anandkumar, Animashree and Wang, Meng and Tong, Lang and Swami, Ananthram",
    
    
    
    pages = "2150-2158",
    month = "April",
    year = "2009",
    doi = "https://doi.org/10.1109/INFCOM.2009.5062139",
    isbn = "978-1-4244-3512-8",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170921-153522501",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/80111,
    title ="Min-min times in peer-to-peer file sharing networks",
    author = "Ezovski, G. Matthew and Anandkumar, Animashree and Tang, A. Kevin and Andrew, Lachlan L. H.",
    
    
    
    pages = "1487-1494",
    month = "September",
    year = "2008",
    doi = "https://doi.org/10.1109/ALLERTON.2008.4797738",
    isbn = "978-1-4244-2925-7",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170810-112107197",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/81882,
    title ="Tracking in a spaghetti bowl: monitoring transactions using footprints",
    author = "Anandkumar, Animashree and Bisdikian, Chatschik and Agrawal, Dakshi",
    
    
    
    pages = "133-144",
    month = "June",
    year = "2008",
    doi = "https://doi.org/10.1145/1375457.1375473",
    isbn = "978-1-60558-005-0",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170927-141103230",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/81649,
    title ="Minimum Cost Data Aggregation with Localized Processing for Statistical Inference",
    author = "Anandkumar, Animashree and Tong, Lang and Swami, Ananthram and Ephremides, Anthony",
    
    
    
    pages = "1454-1462",
    month = "April",
    year = "2008",
    doi = "https://doi.org/10.1109/INFOCOM.2008.129",
    isbn = "978-1-4244-2025-4",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170920-154142664",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/81656,
    title ="Non-intrusive transaction monitoring using system logs",
    author = "Sengupta, Bikram and Banerjee, Nilanjan and Anandkumar, Animashree and Bisdikian, Chatschik",
    
    
    
    pages = "879-882",
    month = "April",
    year = "2008",
    doi = "https://doi.org/10.1109/NOMS.2008.4575237",
    isbn = "978-1-4244-2065-0",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170920-161153053",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/81644,
    title ="Detection of Gauss-Markov Random Field on Nearest-Neighbor Graph",
    author = "Anandkumar, Animashree and Tong, Lang and Swami, Ananthram",
    
    
    
    pages = "829-832",
    month = "April",
    year = "2007",
    doi = "https://doi.org/10.1109/ICASSP.2007.366808",
    isbn = "1-4244-0727-3",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170920-152542556",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/81646,
    title ="Energy Efficient Routing for Statistical Inference of Markov Random Fields",
    author = "Anandkumar, Animashree and Tong, Lang and Swami, Ananthram",
    
    
    
    pages = "643-648",
    month = "March",
    year = "2007",
    doi = "https://doi.org/10.1109/CISS.2007.4298386",
    isbn = "9781424410361",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170920-153229570",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/81637,
    title ="A Large Deviation Analysis of Detection Over Multi-Access Channels with Random Number of Sensors",
    author = "Anandkumar, Animashree and Tong, Lang",
    
    volume = "4",
    
    pages = "1097-1100",
    month = "May",
    year = "2006",
    doi = "https://doi.org/10.1109/ICASSP.2006.1661164",
    isbn = "1-4244-0469-X",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170920-144901114",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/81638,
    title ="Distributed Statistical Inference using Type Based Random Access over Multi-access Fading Channels",
    author = "Anandkumar, Animashree and Tong, Lang",
    
    
    
    pages = "38-43",
    month = "March",
    year = "2006",
    doi = "https://doi.org/10.1109/CISS.2006.286427",
    isbn = "1-4244-0349-9",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170920-145744615",
}