Master's Theses & Technical Reports - 2024
M.S.
Application-Integrated Record-Replay of Distributed Systems
Narek Galstyan [advisor: Scott Shenker and Sylvia Ratnasamy]
BeeGees: Stayin' Alive in Chained BFT
Neil Giridharan [advisor: Natacha Crooks]
Fairness and representation in satellite-based poverty maps: Evidence of urban-rural disparities and their impacts on downstream policy
Emily Aiken [advisor: Hany Farid]
Optical Fiber-based γ-Photon Biosensor for Real-Time Pre-clinical Evaluation of Cancer-Targeting Radiopharmaceuticals
Rahul Lall [advisor: Ali Niknejad and Mekhail Anwar]
Pairwise Proximal Policy Optimization: Large Language Models Alignment via Comparative RL
Tianhao Wu [advisor: Kannan Ramchandran and Jiantao Jiao]
Pairwise Proximal Policy Optimization: Large Language Models Alignment via Comparative RL
Tianhao Wu [advisor: Kannan Ramchandran and Jiantao Jiao]
Printed Interlayers for Organic Solar Cells
Sophie Koh [advisor: Ana Claudia Arias]
Systems for Machine Learning on Edge Devices
Shishir Patil [advisor: Joseph Gonzalez and Prabal Dutta]
5th Year M.S.
Counting Counts: Overcoming Counting Challenges in Image Generation using Reinforcement Learning
Shaan Gill [advisor: Trevor Darrell]
Enhancing Emotional Expression in Text-to-Speech Models through Reinforcement Learning with AI Feedback
Roshan Nagaram [advisor: Trevor Darrell]
Interactive Imitation Learning as Reinforcement Learning
Perry Dong [advisor: Yi Ma]
Iron in Alzheimer’s Disease: Analysis of the UK Biobank Dataset
Laurance Lau [advisor: Chunlei Liu]
RideGuard: Towards Privacy-Preserving Analytics for Mobility Applications
Arun Sundaresan [advisor: Sylvia Ratnasamy]
RLIF: Interactive Imitation Learning as Reinforcement Learning
Perry Dong [advisor: Yi Ma]
Transformers on Dynamical Systems - An Exploration of In-context Learning
Wentinn Liao [advisor: Robert Full]