Graduate Theses: Recent submissions
Now showing items 55-57 of 36487
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Towards Zero-Shot Pretrained Models for Efficient Black-Box Optimization
(Massachusetts Institute of Technology, 2025-09)Global optimization of expensive, derivative-free black-box functions requires extreme sample efficiency. While Bayesian optimization (BO) is the current state-of-the-art, its performance hinges on surrogate and acquisition ... -
Temperature Characterization of Colloidal Quantum Dot Light Emitting Diodes
(Massachusetts Institute of Technology, 2025-09)Colloidal quantum dot light emitting diodes reveal to be promising candidates for the next generation of display technologies. Their brighter emissions, greater color purity, and higher efficiency make them highly desirable ... -
Uncertainty-Aware Knowledge Graph Retrieval Methods and Their Use in LLM Question-Answering
(Massachusetts Institute of Technology, 2025-09)Knowledge Graph Question Answering (KGQA) encompasses a set of techniques aimed at generating accurate, interpretable responses to natural language queries posed over structured, graph-based datasets. Recent approaches to ...
