Lukas Franken

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Generalization Bounds

Parametric Optimization

Top Venues

Publications

Raoul Heese, Moritz Wolter, Sascha Mücke, Lukas Franken, Nico Piatkowski
On the effects of biased quantum random numbers on the initialization of artificial neural networks. Mach. Learn. 113 (3) (2024)
Felix Wagner, Florian Nachtigall, Lukas Franken, Nikola Milojevic-Dupont, Rafael H. M. Pereira, Nicolas Koch, Jakob Runge, Marta Gonzalez, Felix Creutzig
A Causal Discovery Approach To Learn How Urban Form Shapes Sustainable Mobility Across Continents. CoRR (2023)
Lukas Franken, Bogdan Georgiev, Sascha Mücke, Moritz Wolter, Raoul Heese, Christian Bauckhage, Nico Piatkowski
Quantum Circuit Evolution on NISQ Devices. CEC (2022)
Bogdan Georgiev, Lukas Franken, Mayukh Mukherjee
Heating up decision boundaries: isocapacitory saturation, adversarial scenarios and generalization bounds. CoRR (2021)
Bogdan Georgiev, Lukas Franken, Mayukh Mukherjee
Heating up decision boundaries: isocapacitory saturation, adversarial scenarios and generalization bounds. ICLR (2021)
Bogdan Georgiev, Lukas Franken, Mayukh Mukherjee, Georgios Arvanitidis
On the Impact of Stable Ranks in Deep Nets. CoRR (2021)
Lukas Franken, Bogdan Georgiev
Explorations in Quantum Neural Networks with Intermediate Measurements. ESANN (2020)
Lukas Franken, Bogdan Georgiev, Sascha Mücke, M. Wolter, Nico Piatkowski, Christian Bauckhage
Gradient-free quantum optimization on NISQ devices. CoRR (2020)