Umut Simsekli

Umut Simsekli

Institut National de Recherche en Informatique et Automatique - Le Chesnay-Rocquencourt / France
Engineering & Technology / Computer Science
AD Scientific Index ID: 4421110
French National Institute for Research in Computer Science and Control
person_outline Umut Simsekli's MOST POPULAR ARTICLES
1-) Generalized sliced wasserstein distancesS Kolouri, K Nadjahi, U Simsekli, R Badeau, G RohdeAdvances in neural information processing systems 32, 20191542019
2-) A tail-index analysis of stochastic gradient noise in deep neural networksU Simsekli, L Sagun, M GurbuzbalabanInternational Conference on Machine Learning, 5827-5837, 20191382019
3-) Sliced-Wasserstein flows: Nonparametric generative modeling via optimal transport and diffusionsA Liutkus, U Simsekli, S Majewski, A Durmus, FR StöterInternational Conference on Machine Learning, 4104-4113, 20191292019
4-) Generalised coupled tensor factorisationK Yılmaz, A Cemgil, U SimsekliAdvances in neural information processing systems 24, 20111282011
5-) The heavy-tail phenomenon in SGDM Gurbuzbalaban, U Simsekli, L ZhuInternational Conference on Machine Learning, 3964-3975, 20211252021