3 papers
cs.MS2025
QUBOLite: A lightweigth Python toolkit for QUBO
Sascha Mücke, Thore Gerlach, Nico Piatkowski +1
We present QUBOLite, a Python package for the creation, manipulation, analysis, and solution of Quadratic Unconstrained Binary Optimization (QUBO) instances. Built as a thin wrappe…
cs.LG2025
Kernel -Medoids as General Vector Quantization
Thore Gerlach, Sascha Mücke, Christian Bauckhage
Vector Quantization (VQ) is a widely used technique in machine learning and data compression, valued for its simplicity and interpretability. Among hard VQ methods, -medoids clu…
quant-ph2024
Predicting Machining Stability with a Quantum Regression Model
Sascha Mücke, Felix Finkeldey, Nico Piatkowski +2
In this article, we propose a novel quantum regression model by extending the Real-Part Quantum SVM. We apply our model to the problem of stability limit prediction in milling proc…