Frederik Benzing

According to our database, Frederik Benzing authored at least 7 papers between 2019 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Towards an Empirically Guided Understanding of the Loss Landscape of Neural Networks.

Frederik Benzing

PhD thesis, 2022

Random initialisations performing above chance and how to find them.

Frederik Benzing, Simon Schug, Robert Meier, Johannes von Oswald, Yassir Akram, Nicolas Zucchet, Laurence Aitchison, Angelika Steger

CoRR, 2022

Gradient Descent on Neurons and its Link to Approximate Second-order Optimization.

Frederik Benzing

Proceedings of the International Conference on Machine Learning, 2022

Unifying Importance Based Regularisation Methods for Continual Learning.

Frederik Benzing

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2020

Long directed rainbow cycles and rainbow spanning trees.

Frederik Benzing, Alexey Pokrovskiy, Benny Sudakov

Eur. J. Comb., 2020

Understanding Regularisation Methods for Continual Learning.

Frederik Benzing

CoRR, 2020

2019

Optimal Kronecker-Sum Approximation of Real Time Recurrent Learning.

Frederik Benzing, Marcelo Matheus Gauy, Asier Mujika, Anders Martinsson, Angelika Steger

Proceedings of the 36th International Conference on Machine Learning, 2019