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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…