Team

Group Members

Current students

  • Hao Zhao, Master Thesis
  • Tiberiu Musat, Bachelor Thesis

Alumni

Postdocs
PhDs
  • Aadil Oufkir (now postdoc at RWTH Aachen University), 2020-2023
Research Scholar Students
  • Jana Vuckovic, 2021-2023
Master & Bachelor Interns
  • Farah Briki (EPFL SIL), 2022
  • Keivan Rezaei (Summer@EPFL, now PhD student at UMD), 2022
  • Mehrdad Saberi (Summer@EPFL, now PhD student at UMD), 2021
Master Thesis Students
  • Luca Rossi, 2023
    • Thesis title: On the Theory of In-context Learning
  • Yulun Jiang, 2023
    • Thesis title: Enhancing Adversarial Robustness with Diffusion Models
  • Aditya Varre, 2021
    • Thesis title: Efficient Computational Methods for Structure Prediction
Master Project Students
  • Mohamed Hichem Hadhri, 2023-2024 spring
    • Project title: Understanding memorization and overfitting in language models
  • Théau Vannier, 2023
    • Project title: Understanding the training instability of transformers
  • Jana Vuckovic, 2022
    • Project title: Exploring the connection between sharpness and out-of-distribution performance
  • Luca Rossi, 2022
    • Project title: Robust multi-task learning
  • Edoardo Debenetti, 2021
    • Project title: Benchmarking and understanding the progress in adversarially robust machine learning
  • Etienne Bonvin, 2020
    • Project title: Provable adversarial robustness of kernel methods
  • Aditya Varre, 2020
    • Project title: Higher-order methods in convex optimization
  •  Oriol Barbany, 2019
    • Project title: Affine-invariant robust training