MIT Theses: Recent submissions
Now showing items 91-93 of 65109
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Understanding and Overcoming Optimization Barriers in Non-convex and Non-smooth Machine Learning
(Massachusetts Institute of Technology, 2025-09)At their core, our machine learning systems are trained by solving an optimization problem, where the goal is to minimize a predefined objective function by adjusting model parameters based on the data. Despite the wealth ... -
Seeing the Forest Through the Trees: Knowledge Retrieval for Streamlining Particle Physics Analysis
(Massachusetts Institute of Technology, 2025-09)Generative Large Language Models (LLMs) are a promising approach to structuring knowledge contained within otherwise unmanageable corpora of research literature produced by large-scale and long-running scientific collaborations. ... -
Development of Low-Cost In Situ Gas Sensors for Oceanographic Applications
(Massachusetts Institute of Technology, 2025-09)Anthropogenic activity has increased atmospheric carbon dioxide (CO₂) levels, disrupting the global carbon cycle and driving widespread environmental change. The ocean acts as a major sink. Accurate and scalable in situ ...
