Graduate Theses: Recent submissions
Now showing items 475-477 of 36544
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Enhancing a Data-Centric Framework for Predictive Maintenance of Wind Turbines
(Massachusetts Institute of Technology, 2025-05)Predictive maintenance of wind turbines is a machine learning task aimed at minimizing repair costs and improving efficiency in the wind turbine and renewable energy industry. Existing machine learning solutions often fail ... -
Minimalist Approach to End-to-End Vision Language Navigation with Multi-Modal Foundation Model Features
(Massachusetts Institute of Technology, 2025-05)Recent vision-language navigation (VLN) approaches leverage large models, prompt engineering, and/or explicit reasoning for instruction interpretation and agent guidance. We introduce MiniNav, a minimalist framework employing ... -
Strategic Sampling: A Framework for Enhancing Speed and Performance of Financial Fraud Detection Models
(Massachusetts Institute of Technology, 2025-05)Financial fraud detection is a high-stakes field where rapid inference is essential. While state-of-the-art fraud detection models vary in terms of architectural decisions and appear to exhibit unique computational ...
