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 Wed Apr 24 11:30:58 2024 UTC.
