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Pierre Bréchet
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When are solutions connected in deep networks?
QN Nguyen, P Bréchet, M Mondelli
Advances in Neural Information Processing Systems 34, 20956-20969, 2021
72021
On connectivity of solutions in deep learning: the role of over-parameterization and feature quality
Q Nguyen, P Bréchet, M Mondelli
Advances in Neural Information Processing Systems 34, 2021
52021
Critical points and convergence analysis of generative deep linear networks trained with Bures-Wasserstein loss
P Bréchet, K Papagiannouli, J An, G Montúfar
International Conference on Machine Learning, 3106-3147, 2023
42023
Convergence of Generative Deep Linear Networks Trained with Bures-Wasserstein Loss
P Bréchet, K Papagiannouli, J An, G Montufar
2022
Informative GANs via Structured Regularization of Optimal Transport
P Bréchet, T Wu, T Möllenhoff, D Cremers
arXiv preprint arXiv:1912.02160, 2019
2019
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Articles 1–5