CaltechTHESIS
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Jump to: 2024 | 2023 | 2022 | 2021 | 2020 | 2018
Number of items: 13.

2024

Huang, Yujia (2024) Understanding and Improving Reliability of Inference Dynamics in Deep Neural Networks. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/77cc-6z86. https://resolver.caltech.edu/CaltechTHESIS:03052024-025023714

Sun, Jennifer J. (2024) AI for Scientists: Accelerating Discovery Through Knowledge, Data, and Learning. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/d6y8-4590. https://resolver.caltech.edu/CaltechTHESIS:11162023-054627670

2023

Bernstein, Jeremy David (2023) Optimisation & Generalisation in Networks of Neurons. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/1jz8-5t85. https://resolver.caltech.edu/CaltechTHESIS:10132022-000100592

Dorobantu, Victor David (2023) Geometry and Dynamical Systems in Machine Learning and Control. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/x271-r088. https://resolver.caltech.edu/CaltechTHESIS:06012023-194820518

Shi, Guanya (2023) Reliable Learning and Control in Dynamic Environments: Towards Unified Theory and Learned Robotic Agility. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/8rz4-7b35. https://resolver.caltech.edu/CaltechTHESIS:08052022-231458463

2022

Zhan, Eric (2022) New Algorithms for Programmatic Deep Learning with Applications to Behavior Modeling. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/5n5q-x203. https://resolver.caltech.edu/CaltechTHESIS:11302021-224628633

Zou, Sarah Jin (2022) An Efficient Environment Encoding for Trajectory Feasibility and Cost Predictions. Senior thesis (Major), California Institute of Technology. doi:10.7907/605s-5h91. https://resolver.caltech.edu/CaltechTHESIS:12142023-183159114

2021

Marino, Joseph Louis (2021) Learned Feedback & Feedforward Perception & Control. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/4mjd-ce53. https://resolver.caltech.edu/CaltechTHESIS:05272021-042158260

Novoseller, Ellen Rachel (2021) Online Learning from Human Feedback with Applications to Exoskeleton Gait Optimization. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/gvtx-1586. https://resolver.caltech.edu/CaltechTHESIS:12092020-162149429

Song, Jialin (2021) Learning to Optimize: from Theory to Practice. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/7qaw-kd75. https://resolver.caltech.edu/CaltechTHESIS:06022021-223508132

2020

Le, Hoang Minh (2020) New Frameworks for Structured Policy Learning. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/rz4w-k233. https://resolver.caltech.edu/CaltechTHESIS:06092020-121556493

2018

Periyakoil, Preethi Kasthuri (2018) Utilizing Machine Learning Techniques to Rapidly Identify MUC2 Expression in Colon Cancer Tissues. Senior thesis (Major), California Institute of Technology. doi:10.7907/sapn-r691. https://resolver.caltech.edu/CaltechTHESIS:08232018-131754063

Zheng, Stephan Tao (2018) Exploiting Structure for Scalable and Robust Deep Learning. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/4S2Y-CY80. https://resolver.caltech.edu/CaltechThesis:05252018-092016207

This list was generated on Sat May 25 11:30:51 2024 UTC.