ML Anthology

Peychev, Momchil

5 publications

NeurIPS 2023 Automated Classification of Model Errors on ImageNet Momchil Peychev, Mark Müller, Marc Fischer, Martin Vechev
ICLR 2023 Human-Guided Fair Classification for Natural Language Processing Florian E. Dorner, Momchil Peychev, Nikola Konstantinov, Naman Goel, Elliott Ash, Martin Vechev
NeurIPSW 2022 Generating Intuitive Fairness Specifications for Natural Language Processing Florian E. Dorner, Momchil Peychev, Nikola Konstantinov, Naman Goel, Elliott Ash, Martin Vechev
ECCV 2022 Latent Space Smoothing for Individually Fair Representations Momchil Peychev, Anian Ruoss, Mislav Balunović, Maximilian Baader, Martin Vechev
ICML 2021 PODS: Policy Optimization via Differentiable Simulation Miguel Angel Zamora Mora, Momchil Peychev, Sehoon Ha, Martin Vechev, Stelian Coros