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Momchil Peychev
Momchil Peychev
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Cited by
Year
PODS: Policy Optimization via Differentiable Simulation
MAZ Mora, MP Peychev, S Ha, M Vechev, S Coros
International Conference on Machine Learning, 7805-7817, 2021
432021
Latent space smoothing for individually fair representations
M Peychev, A Ruoss, M Balunović, M Baader, M Vechev
European Conference on Computer Vision, 535-554, 2022
162022
Human-Guided Fair Classification for Natural Language Processing
FE Dorner, M Peychev, N Konstantinov, N Goel, E Ash, M Vechev
International Conference on Learning Representations, 2023
72023
Automated Classification of Model Errors on ImageNet
M Peychev, MN Müller, M Fischer, M Vechev
Neural Information Processing Systems, 2023
32023
Quantifying the Effects of Enforcing Disentanglement on Variational Autoencoders
M Peychev, P Veličković, P Liò
Workshop on Learning Disentangled Representations, NeurIPS 2017, 2017
12017
Generating Intuitive Fairness Specifications for Natural Language Processing
FE Dorner, M Peychev, N Konstantinov, N Goel, E Ash, M Vechev
Workshop on Trustworthy and Socially Responsible Machine Learning, NeurIPS 2022, 2022
2022
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