About me
I am Momchil Peychev, a direct doctorate student at the Department of Computer Science, ETH Zürich. I am part of the Secure, Reliable, and Intelligent Systems Lab, supervised by Prof. Martin Vechev. During my undergraduate studies at the University of Cambridge I worked with Prof. Pietro Liò and Petar Veličković.
Education
- ETH Zurich, Oct 2020 - Dec 2024 PhD in Computer Science
- ETH Zurich, Sep 2018 – Sep 2020 MSc in Computer Science
- University of Cambridge, 2014 – 2017 BA in Computer Science
Publications
2023
Automated Classification of Model Errors on ImageNet
Momchil Peychev*, Mark Niklas Müller*, Marc Fischer, Martin Vechev
NeurIPS
2023
* Equal contribution
Human-Guided Fair Classification for Natural Language Processing
Florian E. Dorner, Momchil Peychev, Nikola Konstantinov, Naman Goel, Elliott Ash, Martin Vechev
ICLR
2023
Spotlight
Spotlight
2022
Latent Space Smoothing for Individually Fair Representations
Momchil Peychev, Anian Ruoss, Mislav Balunović, Maximilian Baader, Martin Vechev
ECCV
2022
2021
PODS: Policy Optimization via Differentiable Simulation
Miguel Angel Zamora Mora, Momchil Peychev, Sehoon Ha, Martin Vechev, Stelian Coros
ICML
2021
Awards
| 2016 | Northwestern Europe Regional Contest (NWERC) | Bronze medal (9/114) |
| 2014 | International Olympiad in Informatics (IOI) | Silver medal |
| 2013 | International Olympiad in Informatics (IOI) | Bronze medal |
| 2013 | Balkan Olympiad in Informatics (BOI) | Silver medal |
| 2012 | Balkan Olympiad in Informatics (BOI) | Bronze medal |