3 citations · 3 across the 2 of their papers we have counts for
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Optimization with Region-Reduced ReLU Neural Networks
Christoph Plate, Caroline Ganzer, Mirko Hahn +5
Optimization of mathematical models involving integer decisions and neural networks with ReLU activation (ReLU ANNs) is a challenging task. Nevertheless, such models are an enablin…
An analysis of optimization problems involving ReLU neural networks
Christoph Plate, Mirko Hahn, Alexander Klimek +3
Solving mixed-integer optimization problems with embedded neural networks with ReLU activation functions is challenging. Big-M coefficients that arise in relaxing binary decisions…
On Convergence of Binary Trust-Region Steepest Descent
Paul Manns, Mirko Hahn, Christian Kirches +2
Binary trust-region steepest descent (BTR) and combinatorial integral approximation (CIA) are two recently investigated approaches for the solution of optimization problems with di…