Momchil Peychev

According to our database, Momchil Peychev authored at least 5 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Automated Classification of Model Errors on ImageNet.

Momchil Peychev, Mark Niklas Müller, Marc Fischer, Martin T. Vechev

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Human-Guided Fair Classification for Natural Language Processing.

Florian E. Dorner, Momchil Peychev, Nikola Konstantinov, Naman Goel, Elliott Ash, Martin T. Vechev

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Latent Space Smoothing for Individually Fair Representations.

Momchil Peychev, Anian Ruoss, Mislav Balunovic, Maximilian Baader, Martin T. Vechev

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

PODS: Policy Optimization via Differentiable Simulation.

Miguel Zamora, Momchil Peychev, Sehoon Ha, Martin T. Vechev, Stelian Coros

Proceedings of the 38th International Conference on Machine Learning, 2021

2017

Quantifying the Effects of Enforcing Disentanglement on Variational Autoencoders.

Momchil Peychev, Petar Velickovic, Pietro Liò

CoRR, 2017