Doctoral Theses: Recent submissions

Now showing items 4-6 of 23243

    • Weak Identification and Network Measurement Error in Peer Effects Estimation 

      Wang, William Wei (Massachusetts Institute of Technology, 2025-09)
      The growing availability of social network data has enabled a surge of research on social interactions. In particular, peer effects, once considered unidentifiable, have now been shown to be identified given knowledge of ...

    • Seeing Beyond Limits with Physics-Informed Priors 

      Liu, Yang (Massachusetts Institute of Technology, 2025-09)
      Conventional imaging systems are limited by dimensionality and visibility: standard sensors capture only two-dimensional data, while light diffuses or scatters across surfaces and through complex media. This dissertation ...

    • Foundational Abstractions for Quantum Programming 

      Yuan, Charles (Massachusetts Institute of Technology, 2025-09)
      Bringing the promise of quantum computation into reality requires not only building a quantum computer but also correctly programming it to run a quantum algorithm. To obtain asymptotic advantage over classical algorithms ...