Lukas Franken

According to our database, Lukas Franken authored at least 7 papers between 2020 and 2024.

Collaborative distances:

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

2024

On the effects of biased quantum random numbers on the initialization of artificial neural networks.

Raoul Heese, Moritz Wolter, Sascha Mücke, Lukas Franken, Nico Piatkowski

Mach. Learn., 2024

2023

A Causal Discovery Approach To Learn How Urban Form Shapes Sustainable Mobility Across Continents.

Felix Wagner, Florian Nachtigall, Lukas Franken, Nikola Milojevic-Dupont, Rafael H. M. Pereira, Nicolas Koch, Jakob Runge, Marta Gonzalez, Felix Creutzig

CoRR, 2023

2022

Quantum Circuit Evolution on NISQ Devices.

Lukas Franken, Bogdan Georgiev, Sascha Mücke, Moritz Wolter, Raoul Heese, Christian Bauckhage, Nico Piatkowski

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2021

On the Impact of Stable Ranks in Deep Nets.

Bogdan Georgiev, Lukas Franken, Mayukh Mukherjee, Georgios Arvanitidis

CoRR, 2021

Heating up decision boundaries: isocapacitory saturation, adversarial scenarios and generalization bounds.

Bogdan Georgiev, Lukas Franken, Mayukh Mukherjee

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Gradient-free quantum optimization on NISQ devices.

Lukas Franken, Bogdan Georgiev, Sascha Mücke, Moritz Wolter, Nico Piatkowski, Christian Bauckhage

CoRR, 2020

Explorations in Quantum Neural Networks with Intermediate Measurements.

Lukas Franken, Bogdan Georgiev

Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020