Dennis Grinwald

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Symbolic Knowledge

Novelty Detection

Training Process

Top Venues

Trans. Mach. Learn. Res.

Publications

Philipp Wiesner, Ramin Khalili, Dennis Grinwald, Pratik Agrawal, Lauritz Thamsen, Odej Kao
FedZero: Leveraging Renewable Excess Energy in Federated Learning. e-Energy (2024)
Dennis Grinwald, Philipp Wiesner, Shinichi Nakajima
Solution Simplex Clustering for Heterogeneous Federated Learning. CoRR (2024)
Dennis Grinwald, Kirill Bykov, Shinichi Nakajima, Marina M.-C. Höhne
Visualizing the Diversity of Representations Learned by Bayesian Neural Networks. Trans. Mach. Learn. Res. 2023 (2023)
Kirill Bykov, Mayukh Deb, Dennis Grinwald, Klaus-Robert Müller, Marina M.-C. Höhne
DORA: Exploring Outlier Representations in Deep Neural Networks. Trans. Mach. Learn. Res. 2023 (2023)
Philipp Wiesner, Ramin Khalili, Dennis Grinwald, Pratik Agrawal, Lauritz Thamsen, Odej Kao
FedZero: Leveraging Renewable Excess Energy in Federated Learning. CoRR (2023)
Kirill Bykov, Mayukh Deb, Dennis Grinwald, Klaus-Robert Müller, Marina M.-C. Höhne
DORA: Exploring outlier representations in Deep Neural Networks. CoRR (2022)
Dennis Grinwald, Kirill Bykov, Shinichi Nakajima, Marina M.-C. Höhne
Visualizing the diversity of representations learned by Bayesian neural networks. CoRR (2022)