Avraam Chatzimichailidis

Avraam Chatzimichailidis

Fraunhofer-Institut für Techno- und Wirtschaftsmathematik ITWM - Kaiserslautern / Germany
Engineering & Technology / Computer Science
AD Scientific Index ID: 5383015
Fraunhofer Institute for Industrial Mathematics ITWM
person_outline Avraam Chatzimichailidis's MOST POPULAR ARTICLES
1-) Combating mode collapse in gan training: An empirical analysis using hessian eigenvaluesR Durall, A Chatzimichailidis, P Labus, J KeuperarXiv preprint arXiv:2012.09673, 2020522020
2-) Proxsgd: Training structured neural networks under regularization and constraintsY Yang, Y Yuan, A Chatzimichailidis, RJG van Sloun, L Lei, S ChatzinotasInternational Conference on Learning Representations (ICLR) 2020, 2020262020
3-) Gradvis: Visualization and second order analysis of optimization surfaces during the training of deep neural networksA Chatzimichailidis, J Keuper, FJ Pfreundt, NR Gauger2019 IEEE/ACM Workshop on Machine Learning in High Performance Computing …, 201992019
4-) Msm: Multi-stage multicuts for scalable image clusteringK Ho, A Chatzimichailidis, M Keuper, J KeuperHigh Performance Computing: ISC High Performance Digital 2021 International …, 202142021
5-) Alternative optimization methods for training of large deep neural networksA ChatzimichailidisRheinland-Pfälzische Technische Universität Kaiserslautern-Landau, 20232023