Sascha Mücke

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 21

Top Topics

Quantum Computing

Machine Learning

Grammatical Evolution

Top Venues

PKDD/ECML Workshops (1)

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)
Sascha Mücke
A Simple QUBO Formulation of Sudoku. GECCO Companion (2024)
Thore Gerlach, Sascha Mücke
Investigating the Relation Between Problem Hardness and QUBO Properties. IDA (2) (2024)
Raoul Heese, Thore Gerlach, Sascha Mücke, Sabine Müller, Matthias Jakobs, Nico Piatkowski
Explainable Quantum Machine Learning. CoRR (2023)
Raoul Heese, Sascha Mücke, Matthias Jakobs, Thore Gerlach, Nico Piatkowski
Shapley Values with Uncertain Value Functions. CoRR (2023)
Sascha Mücke, Thore Gerlach
Efficient Light Source Placement using Quantum Computing. LWDA (2023)
Raoul Heese, Sascha Mücke, Matthias Jakobs, Thore Gerlach, Nico Piatkowski
Shapley Values with Uncertain Value Functions. IDA (2023)
Sascha Mücke
Faster QUBO Brute-Force Solving using Gray Code. CoRR (2023)
Sascha Mücke, Raoul Heese, Sabine Müller, Moritz Wolter, Nico Piatkowski
Feature selection on quantum computers. Quantum Mach. Intell. 5 (1) (2023)
Katharina Morik, Helena Kotthaus, Raphael Fischer, Sascha Mücke, Matthias Jakobs, Nico Piatkowski, Andreas Pauly, Lukas Heppe, Danny Heinrich
Yes we care!-Certification for machine learning methods through the care label framework. Frontiers Artif. Intell. 5 (2022)
Sascha Mücke, Lukas Pfahler
Check Mate: A Sanity Check for Trustworthy AI. LWDA (2022)
Raphael Fischer, Matthias Jakobs, Sascha Mücke, Katharina Morik
A Unified Framework for Assessing Energy Efficiency of Machine Learning. PKDD/ECML Workshops (1) (2022)
Lukas Franken, Bogdan Georgiev, Sascha Mücke, Moritz Wolter, Raoul Heese, Christian Bauckhage, Nico Piatkowski
Quantum Circuit Evolution on NISQ Devices. CEC (2022)
Sascha Mücke, Raoul Heese, Sabine Müller, Moritz Wolter, Nico Piatkowski
Quantum Feature Selection. CoRR (2022)
Sascha Mücke, Nico Piatkowski
Quantum- Inspired Structure- Preserving Probabilistic Inference. CEC (2022)
Katharina Morik, Helena Kotthaus, Lukas Heppe, Danny Heinrich, Raphael Fischer, Sascha Mücke, Andreas Pauly, Matthias Jakobs, Nico Piatkowski
Yes We Care! - Certification for Machine Learning Methods through the Care Label Framework. CoRR (2021)
Felix Gonsior, Sascha Mücke, Katharina Morik
Structure Search for Normalizing Flows. LWDA (2021)
Raphael Fischer, Matthias Jakobs, Sascha Mücke, Katharina Morik
Solving Abstract Reasoning Tasks with Grammatical Evolution. LWDA (2020)
Lukas Franken, Bogdan Georgiev, Sascha Mücke, M. Wolter, Nico Piatkowski, Christian Bauckhage
Gradient-free quantum optimization on NISQ devices. CoRR (2020)
Sascha Mücke, Nico Piatkowski, Katharina Morik
Hardware Acceleration of Machine Learning Beyond Linear Algebra. PKDD/ECML Workshops (1) (2019)
Sascha Mücke, Nico Piatkowski, Katharina Morik
Learning Bit by Bit: Extracting the Essence of Machine Learning. LWDA (2019)