Theses & Reports

Instructions for submitting a technical report or thesis.

  • Ph.D. Thesis 2022 Enhancing Robustness through Domain Faithful Deep Learning Systems Balashankar, Ananth Abstract | PDF
  • M.S. Thesis 2022 Symbolic Execution of GRASShopper Programs Cox, Eric Abstract | PDF
  • Ph.D. Thesis 2022 Unstructured Mesh Generation and Repairing in the Wild Hu, Yixin Abstract | PDF
  • Ph.D. Thesis 2022 Data-driven Solutions for Addressing Two Pressing Urban Sustainability Challenges: Air Pollution Reduction and Traffic Management Iyer, Shiva Abstract | PDF
  • Ph.D. Thesis 2022 Characterizing and Resolving Degeneracies in Neural Autoregressive Text Generation Kulikov, Ilia Abstract | PDF
  • Ph.D. Thesis 2022 Finding and Fixing Undesirable Behaviors in Pretrained Language Models Perez, Ethan Abstract | PDF
  • Ph.D. Thesis 2022 Identifying, Addressing, and Understanding Challenging Cases in Machine Learning Resnick, Cinjon Abstract | PDF
  • Ph.D. Thesis 2022 On-Policy Deep Reinforcement Learning — The Discounted and Average Reward Criteria Zhang, Yiming Abstract | PDF