Doctoral Theses: Recent submissions
Now showing items 13-15 of 22813
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Generative Discovery via Reinforcement Learning
(Massachusetts Institute of Technology, 2025-02)Discovering new knowledge is crucial for technological advancement and mirrors how humans and animals learn new skills—often through trial and error. Ancient humans, for example, discovered fire by experimenting with ... -
Bridging the Gap: Generative Machines and Inventive Minds
(Massachusetts Institute of Technology, 2025-02)Recording technologies, from the phonograph to digital media, have profoundly reshaped the human experience by enabling the capture and reproduction of our sensory world. These technologies allow us to relive experiences ... -
Causal Inference Under Privacy Constraints
(Massachusetts Institute of Technology, 2025-02)Causal inference is an important tool for learning the effects of interventions in observational or experimental settings. It is widely used in many fields such as epidemiology, economics, and political science to find ...