Theses & Reports

Instructions for submitting a technical report or thesis.

You can find technical reports published prior to 1990 archived here.

  • Ph.D. Thesis 2022 Enhancing Robustness through Domain Faithful Deep Learning Systems Balashankar, Ananth 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 Synergistic Geometry Processing: from Robust Geometric Modeling to Scalable Physical Simulation Jiang, Zhongshi Abstract | PDF
  • Ph.D. Thesis 2022 Cryptography: From Practice to Theory Karthikeyan, Harish Abstract | PDF
  • Ph.D. Thesis 2022 Scalable Distributed Payment Systems with Minimal Trust Assumptions Kattis, Assimakis 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 Constrained Surface Parameterization Methods with Guarantees Shen, Hanxiao Abstract | PDF
  • Ph.D. Thesis 2022 On deep learning tools for scientific discovery in healthcare Sudarshan, Mukund Abstract | PDF
  • Ph.D. Thesis 2022 Efficient Verification of Untrusted Services Tzialla, Ioanna Abstract | PDF
  • Ph.D. Thesis 2022 NLP Evaluation in the Time of Large Language Models Wang, Alex Abstract | PDF
  • Ph.D. Thesis 2022 Improving Sample Efficiency in Off-policy and Offline Deep Reinforcement Learning Wu, Yanqiu (Autumn) Abstract | PDF
  • Ph.D. Thesis 2022 On-Policy Deep Reinforcement Learning — The Discounted and Average Reward Criteria Zhang, Yiming Abstract | PDF