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Graduate Theses: Recent submissions
Now showing items 244-246 of 36544
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Improving and Analyzing Model Merging Methods for Adaptation
(Massachusetts Institute of Technology, 2025-05)In this work, we explore the limitations of combining models by averaging intermediate features, referred to as model merging, and propose a new direction for achieving collective model intelligence through what we call ... -
Evaluating Differences in GPT-4 Treatment by Gender in Healthcare Applications
(Massachusetts Institute of Technology, 2025-05)LLMs already permeate medical settings, supporting patient messaging, medical scribing, and chatbots. While prior work has examined bias in medical LLMs, few studies focus on realistic use cases or analyze the source of ... -
Highly Integrated Graphene-Based Chemical Sensing Platform for Structural Monitoring Applications
(Massachusetts Institute of Technology, 2025-05)Two-dimensional materials, such as graphene, hold promise for sensing applications. Graphene's remarkable surface-to-volume ratio, when employed as a transducer, enables the sensor channel to be readily modulated in response ...
