Yue, Yisong
- Sun, Jennifer Jianing (2024) AI for Scientists: Accelerating Discovery Through Knowledge, Data, and Learning; 10.7907/d6y8-4590
- Huang, Yujia (2024) Understanding and Improving Reliability of Inference Dynamics in Deep Neural Networks; 10.7907/77cc-6z86
- Voloshin, Cameron (2024) Guaranteed Policy Performance in Reinforcement Learning; 10.7907/n2fg-e554
- Shi, Guanya (2023) Reliable Learning and Control in Dynamic Environments: Towards Unified Theory and Learned Robotic Agility; 10.7907/8rz4-7b35
- Dorobantu, Victor David (2023) Geometry and Dynamical Systems in Machine Learning and Control; 10.7907/x271-r088
- Bernstein, Jeremy David (2023) Optimisation & Generalisation in Networks of Neurons; 10.7907/1jz8-5t85
- Zou, Sarah Jin (2022) An Efficient Environment Encoding for Trajectory Feasibility and Cost Predictions; 10.7907/605s-5h91
- Zhan, Eric (2022) New Algorithms for Programmatic Deep Learning with Applications to Behavior Modeling; 10.7907/5n5q-x203
- Song, Jialin (2021) Learning to Optimize: from Theory to Practice; 10.7907/7qaw-kd75
- Novoseller, Ellen Rachel (2021) Online Learning from Human Feedback with Applications to Exoskeleton Gait Optimization; 10.7907/gvtx-1586
- Marino, Joseph Louis (2021) Learned Feedback & Feedforward Perception & Control; 10.7907/4mjd-ce53
- Le, Hoang Minh (2020) New Frameworks for Structured Policy Learning; 10.7907/rz4w-k233
- Zheng, Stephan Tao (2018) Exploiting Structure for Scalable and Robust Deep Learning; 10.7907/4S2Y-CY80
- Periyakoil, Preethi Kasthuri (2018) Utilizing Machine Learning Techniques to Rapidly Identify MUC2 Expression in Colon Cancer Tissues; 10.7907/sapn-r691