MIT Theses: Recent submissions

Now showing items 31-33 of 65109

    • Under-Coverage of Double Machine Learning Due to Implementation Choices 

      Siegmann, Charlotte B. (Massachusetts Institute of Technology, 2025-09)
      Double ML estimators can estimate coefficients of interest with far fewer functional form assumptions than linear econometric methods. However, DML requires researchers to make a range of implementation choices, including ...

    • Optimizing Irreversible Perturbations of the Unadjusted Langevin Algorithm 

      Zhu, Qianyu Julie (Massachusetts Institute of Technology, 2025-09)
      A central task in Bayesian inference and scientific computing is to compute expectations with respect to probability distributions that are only known up to a normalizing constant. Markov chain Monte Carlo (MCMC) methods, ...

    • Single Camera Motion Compensated Viewpoint Shift 

      Snowdon, Adam (Massachusetts Institute of Technology, 2025-09)
      Eye contact is a necessary tool for human connection and in most video conferencing situations, eye contact is not possible. Standard laptop and webcam configurations position the camera at the top of the screen, meaning ...