Graduate Theses: Recent submissions

Now showing items 541-543 of 36544

    • Empirical Analysis of Neural Architectures and Side Information in Financial Time Series Forecasting 

      Senthil, Swathi (Massachusetts Institute of Technology, 2025-05)
      This thesis investigates the predictive capabilities of neural networks in financial time series forecasting, focusing on predicting the weekly close price of the SPY index. We explore the integration of options-derived ...

    • Mitigating LLM Hallucination in the Banking Domain 

      Sert, Deniz Bilge (Massachusetts Institute of Technology, 2025-05)
      Large Language Models (LLMs) offer significant potential in the banking sector, particularly for applications such as fraud detection, credit approval, and enhancing customer experience. However, their tendency to ...

    • Layered Unlearning for Adversarial Relearning 

      Qian, Timothy (Massachusetts Institute of Technology, 2025-05)
      Our goal is to understand how post-training methods, such as fine-tuning, alignment, and unlearning, modify language model behavior and representations. We are particularly interested in the brittle nature of these ...