13 citations · 13 across the 2 of their papers we have counts for
2 papers
math.OC2026
Quadratic Unconstrained Binary Optimisation for Training and Regularisation of Binary Neural Networks
Jonas Christoffer Villumsen, Yusuke Sugita
Advances in artificial intelligence (AI) and deep learning have raised concerns about its increasing energy consumption, while demand for deploying AI in mobile devices and machine…
math.OC2016★ 13 cited
MINLP in Transmission Expansion Planning
Jakub Marecek, Martin Mevissen, Jonas Christoffer Villumsen
Transmission expansion planning requires forecasts of demand for electric power and a model of the underlying physics, i.e., power flows. We present three approaches to deriving ex…