Graduate Theses: Recent submissions
Now showing items 256-258 of 36487
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Problem-Independent Regrets on Expectation-Dependent Multi-Armed Bandits
(Massachusetts Institute of Technology, 2025-05)The independence axiom (IA) proposed by Von Neumann and Morgenstern [50] is the cornerstone of the expected utility theory. However, some empirical experiments show that the IA is often violated in the real world. We propose ... -
Differentially Private Synthetic Data Generation for Relational Databases
(Massachusetts Institute of Technology, 2025-05)Existing differentially private (DP) synthetic data generation mechanisms typically assume a single-source table. In practice, data is often distributed across multiple tables with relationships across tables. This study ... -
VLEO-Bench: A Framework to Evaluate Vision-Language Models for Earth Observation Applications
(Massachusetts Institute of Technology, 2025-05)Large Vision-Language Models (VLMs) have demonstrated impressive performance on complex tasks involving visual input with natural language instructions. However, it remains unclear to what extent capabilities on natural ...
