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math.OC2024
Contractivity and linear convergence in bilinear saddle-point problems: An operator-theoretic approach
Colin Dirren, Mattia Bianchi, Panagiotis D. Grontas +2
We study the convex-concave bilinear saddle-point problem , where both, only one, or none of the functions and are strongly convex, a…
stat.ML2024
Maximum likelihood inference for high-dimensional problems with multiaffine variable relations
Jean-Sébastien Brouillon, Florian Dörfler, Giancarlo Ferrari-Trecate
Maximum Likelihood Estimation of continuous variable models can be very challenging in high dimensions, due to potentially complex probability distributions. The existence of multi…
eess.SY2024
Distributed Traffic Signal Control via Coordinated Maximum Pressure-plus-Penalty
Vinzenz Tütsch, Zhiyu He, Florian Dörfler +1
This paper develops an adaptive traffic control policy inspired by Maximum Pressure (MP) while imposing coordination across intersections. The proposed Coordinated Maximum Pressure…