Avraam Chatzimichailidis

According to our database, Avraam Chatzimichailidis authored at least 5 papers between 2019 and 2023.

Collaborative distances:

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

2023

Alternative Optimization Methods for Training of Large Deep Neural Networks.

Avraam Chatzimichailidis

PhD thesis, 2023

2021

Combating Mode Collapse in GAN Training: An Empirical Analysis using Hessian Eigenvalues.

Ricard Durall, Avraam Chatzimichailidis, Peter Labus, Janis Keuper

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

MSM: Multi-stage Multicuts for Scalable Image Clustering.

Kalun Ho, Avraam Chatzimichailidis, Margret Keuper, Janis Keuper

Proceedings of the High Performance Computing - ISC High Performance Digital 2021 International Workshops, Frankfurt am Main, Germany, June 24, 2021

2020

ProxSGD: Training Structured Neural Networks under Regularization and Constraints.

Yang Yang, Yaxiong Yuan, Avraam Chatzimichailidis, Ruud J. G. van Sloun, Lei Lei, Symeon Chatzinotas

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

GradVis: Visualization and Second Order Analysis of Optimization Surfaces during the Training of Deep Neural Networks.

Avraam Chatzimichailidis, Janis Keuper, Franz-Josef Pfreundt, Nicolas R. Gauger

Proceedings of the 2019 IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2019