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Sascha Mücke
Title
Cited by
Cited by
Year
Feature selection on quantum computers
S Mücke, R Heese, S Müller, M Wolter, N Piatkowski
Quantum Machine Intelligence 5 (1), 11, 2023
28*2023
Learning Bit by Bit: Extracting the Essence of Machine Learning.
S Mücke, N Piatkowski, K Morik
LWDA, 144-155, 2019
192019
Quantum Circuit Evolution on NISQ Devices
L Franken, B Georgiev, S Mücke, M Wolter, R Heese, C Bauckhage, ...
2022 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2022
18*2022
Hardware acceleration of machine learning beyond linear algebra
S Mücke, N Piatkowski, K Morik
Machine Learning and Knowledge Discovery in Databases: International …, 2020
18*2020
A unified framework for assessing energy efficiency of machine learning
R Fischer, M Jakobs, S Mücke, K Morik
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022
152022
Solving Abstract Reasoning Tasks with Grammatical Evolution.
R Fischer, M Jakobs, S Mücke, K Morik
LWDA, 6-10, 2020
122020
Yes we care!-Certification for machine learning methods through the care label framework
KJ Morik, H Kotthaus, R Fischer, S Mücke, M Jakobs, N Piatkowski, ...
Frontiers in Artificial Intelligence 5, 975029, 2022
11*2022
Explaining quantum circuits with shapley values: Towards explainable quantum machine learning
R Heese, T Gerlach, S Mücke, S Müller, M Jakobs, N Piatkowski
arXiv preprint arXiv:2301.09138, 2023
72023
Check Mate: A Sanity Check for Trustworthy AI.
S Mücke, L Pfahler
LWDA, 91-103, 2022
42022
Optimum-preserving QUBO parameter compression
S Mücke, T Gerlach, N Piatkowski
arXiv preprint arXiv:2307.02195, 2023
32023
On the effects of biased quantum random numbers on the initialization of artificial neural networks
R Heese, M Wolter, S Mücke, L Franken, N Piatkowski
Machine Learning 113 (3), 1189-1217, 2024
22024
Shapley Values with Uncertain Value Functions
R Heese, S Mücke, M Jakobs, T Gerlach, N Piatkowski
International Symposium on Intelligent Data Analysis, 156-168, 2023
22023
Efficient Light Source Placement using Quantum Computing
S Mücke, T Gerlach
Lernen, Wissen, Daten, Analysen (LWDA) 3630, 478-491, 2023
12023
Quantum-inspired structure-preserving probabilistic inference
S Mücke, N Piatkowski
2022 IEEE Congress on Evolutionary Computation (CEC), 1-9, 2022
12022
Investigating the Relation Between Problem Hardness and QUBO Properties
T Gerlach, S Mücke
International Symposium on Intelligent Data Analysis, 171-182, 2024
2024
A Simple QUBO Formulation of Sudoku
S Mücke
arXiv preprint arXiv:2403.04816, 2024
2024
Faster QUBO Brute-Force Solving using Gray Code
S Mücke
arXiv preprint arXiv:2310.19373, 2023
2023
System zur evolutionären Optimierung pseudoboolescher Polynome
N Piatkowski, S Mücke
2021
Structure Search for Normalizing Flows.
F Gonsior, S Mücke, K Morik
LWDA, 98-105, 2021
2021
Evolutionäre Optimierung pseudoboolescher Funktionen auf FPGAs
S Mücke
2019
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Articles 1–20