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cs.LG2022★ 1 cited
Ensemble Methods for Robust Support Vector Machines using Integer Programming
Jannis Kurtz
In this work we study binary classification problems where we assume that our training data is subject to uncertainty, i.e. the precise data points are not known. To tackle this is…
math.OC2022
Data-driven Prediction of Relevant Scenarios for Robust Combinatorial Optimization
Marc Goerigk, Jannis Kurtz
We study iterative methods for (two-stage) robust combinatorial optimization problems with discrete uncertainty. We propose a machine-learning-based heuristic to determine starting…