2 citations · 2 across the 3 of their papers we have counts for
3 papers
OMLT: Optimization & Machine Learning Toolkit
Francesco Ceccon, Jordan Jalving, Joshua Haddad +4
The optimization and machine learning toolkit (OMLT) is an open-source software package incorporating neural network and gradient-boosted tree surrogate models, which have been tra…
Solving the pooling problem at scale with extensible solver GALINI
Francesco Ceccon, Ruth Misener
This paper presents a Python library to model pooling problems, a class of network flow problems with many engineering applications. The library automatically generates a mixed-int…
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…