2 papers
math.OC2019
Approximation Algorithms for Process Systems Engineering
Dimitrios Letsios, Radu Baltean-Lugojan, Francesco Ceccon +3
Designing and analyzing algorithms with provable performance guarantees enables efficient optimization problem solving in different application domains, e.g.\ communication network…
math.OC2018
Mixed-Integer Convex Nonlinear Optimization with Gradient-Boosted Trees Embedded
Miten Mistry, Dimitrios Letsios, Gerhard Krennrich +2
Decision trees usefully represent sparse, high dimensional and noisy data. Having learned a function from this data, we may want to thereafter integrate the function into a larger…