6 citations · 9 across the 3 of their papers we have counts for
3 papers
cs.CG2026
Finding Patient Zero via Low-Dimensional Geometric Embeddings
Stefan Huber, Dominik Kaaser
We study the patient zero problem in epidemic spreading processes in the independent cascade model and propose a geometric approach for source reconstruction. Using Johnson-Lindens…
cs.LG2023★ 3 cited
-continuous Spline Approximation with TensorFlow Gradient Descent Optimizers
Stefan Huber, Hannes Waclawek
In this work we present an "out-of-the-box" application of Machine Learning (ML) optimizers for an industrial optimization problem. We introduce a piecewise polynomial model (splin…
quant-ph2018★ 6 cited
Jointly constrained semidefinite bilinear programming with an application to Dobrushin curves
Stefan Huber, Robert Koenig, Marco Tomamichel
We propose a branch-and-bound algorithm for minimizing a bilinear functional of the form \[ f(X,Y) = \mathrm{tr}((X\otimes Y)Q)+\mathrm{tr}(AX)+\mathrm{tr}(BY) , \] of pairs of Her…