@other{https://thesis.library.caltech.edu/id/eprint/16247, authors = "Sun, Jennifer J.", title = "AI for Scientists: Accelerating Discovery Through Knowledge, Data, and Learning", year = "2024", url = "https://resolver.caltech.edu/CaltechTHESIS:11162023-054627670", id = "https://thesis.library.caltech.edu/id/eprint/16247", doi = "10.7907/d6y8-4590" } @other{https://thesis.library.caltech.edu/id/eprint/16314, authors = "Huang, Yujia", title = "Understanding and Improving Reliability of Inference Dynamics in Deep Neural Networks", year = "2024", url = "https://resolver.caltech.edu/CaltechTHESIS:03052024-025023714", id = "https://thesis.library.caltech.edu/id/eprint/16314", doi = "10.7907/77cc-6z86" } @other{https://thesis.library.caltech.edu/id/eprint/14994, authors = "Shi, Guanya", title = "Reliable Learning and Control in Dynamic Environments: Towards Unified Theory and Learned Robotic Agility", year = "2023", url = "https://resolver.caltech.edu/CaltechTHESIS:08052022-231458463", id = "https://thesis.library.caltech.edu/id/eprint/14994", doi = "10.7907/8rz4-7b35" } @other{https://thesis.library.caltech.edu/id/eprint/15041, authors = "Bernstein, Jeremy David", title = "Optimisation \& Generalisation in Networks of Neurons", year = "2023", url = "https://resolver.caltech.edu/CaltechTHESIS:10132022-000100592", id = "https://thesis.library.caltech.edu/id/eprint/15041", doi = "10.7907/1jz8-5t85" } @other{https://thesis.library.caltech.edu/id/eprint/15260, authors = "Dorobantu, Victor David", title = "Geometry and Dynamical Systems in Machine Learning and Control", year = "2023", url = "https://resolver.caltech.edu/CaltechTHESIS:06012023-194820518", id = "https://thesis.library.caltech.edu/id/eprint/15260", doi = "10.7907/x271-r088" } @other{https://thesis.library.caltech.edu/id/eprint/14436, authors = "Zhan, Eric", title = "New Algorithms for Programmatic Deep Learning with Applications to Behavior Modeling", year = "2022", url = "https://resolver.caltech.edu/CaltechTHESIS:11302021-224628633", id = "https://thesis.library.caltech.edu/id/eprint/14436", doi = "10.7907/5n5q-x203" } @other{https://thesis.library.caltech.edu/id/eprint/16266, authors = "Zou, Sarah Jin", title = "An Efficient Environment Encoding for Trajectory Feasibility and Cost Predictions", year = "2022", url = "https://resolver.caltech.edu/CaltechTHESIS:12142023-183159114", id = "https://thesis.library.caltech.edu/id/eprint/16266", doi = "10.7907/605s-5h91" } @other{https://thesis.library.caltech.edu/id/eprint/14178, authors = "Marino, Joseph Louis", title = "Learned Feedback \& Feedforward Perception \& Control", year = "2021", url = "https://resolver.caltech.edu/CaltechTHESIS:05272021-042158260", id = "https://thesis.library.caltech.edu/id/eprint/14178", doi = "10.7907/4mjd-ce53" } @other{https://thesis.library.caltech.edu/id/eprint/14234, authors = "Song, Jialin", title = "Learning to Optimize: from Theory to Practice", year = "2021", url = "https://resolver.caltech.edu/CaltechTHESIS:06022021-223508132", id = "https://thesis.library.caltech.edu/id/eprint/14234", doi = "10.7907/7qaw-kd75" } @other{https://thesis.library.caltech.edu/id/eprint/14021, authors = "Novoseller, Ellen Rachel", title = "Online Learning from Human Feedback with Applications to Exoskeleton Gait Optimization", year = "2021", url = "https://resolver.caltech.edu/CaltechTHESIS:12092020-162149429", id = "https://thesis.library.caltech.edu/id/eprint/14021", doi = "10.7907/gvtx-1586" } @other{https://thesis.library.caltech.edu/id/eprint/13809, authors = "Le, Hoang Minh", title = "New Frameworks for Structured Policy Learning", year = "2020", url = "https://resolver.caltech.edu/CaltechTHESIS:06092020-121556493", id = "https://thesis.library.caltech.edu/id/eprint/13809", doi = "10.7907/rz4w-k233" } @other{https://thesis.library.caltech.edu/id/eprint/11159, authors = "Periyakoil, Preethi Kasthuri", title = "Utilizing Machine Learning Techniques to Rapidly Identify MUC2 Expression in Colon Cancer Tissues", year = "2018", url = "https://resolver.caltech.edu/CaltechTHESIS:08232018-131754063", id = "https://thesis.library.caltech.edu/id/eprint/11159", doi = "10.7907/sapn-r691" } @other{https://thesis.library.caltech.edu/id/eprint/10936, authors = "Zheng, Stephan Tao", title = "Exploiting Structure for Scalable and Robust Deep Learning", year = "2018", url = "https://resolver.caltech.edu/CaltechThesis:05252018-092016207", id = "https://thesis.library.caltech.edu/id/eprint/10936", doi = "10.7907/4S2Y-CY80" }