2024

Dennis Grinwald, Philipp Wiesner, Shinichi Nakajima. "Federated Learning over Connected Modes." The Thirty-eighth Annual Conference on Neural Information Processing Systems. 2024.

2023
Philipp Wiesner, Ramin Khalili, Dennis Grinwald, Pratik Agrawal, Lauritz Thamsen, Odej Kao. "Fedzero: Leveraging renewable excess energy in federated learning." Proceedings of the 15th ACM International Conference on Future and Sustainable Energy Systems. 2024.

Kirill Bykov, Mayukh Deb, Dennis Grinwald, Klaus Robert Muller, Marina MC Hohne. "DORA: Exploring Outlier Representations in Deep Neural Networks." ICLR 2023 Workshop on Pitfalls of limited data and computation for Trustworthy ML. 2023.

Dennis Grinwald, Kirill Bykov, Shinichi Nakajima, Marina MC Hohne. "Visualizing the Diversity of Representations Learned by Bayesian Neural Networks". Transactions on Machine Learning Research. 2023.