Search Results for author: Carlos Ansotegui

Found 3 papers, 0 papers with code

A Benchmark Generator for Combinatorial Testing

no code implementations29 Dec 2022 Carlos Ansotegui, Eduard Torres

Combinatorial Testing (CT) tools are essential to test properly a wide range of systems (train systems, Graphical User Interfaces (GUIs), autonomous driving systems, etc).

Autonomous Driving

Interpretable Decision Trees Through MaxSAT

no code implementations26 Oct 2021 Josep Alos, Carlos Ansotegui, Eduard Torres

We present an approach to improve the accuracy-interpretability trade-off of Machine Learning (ML) Decision Trees (DTs).

BIG-bench Machine Learning Combinatorial Optimization

Learning How to Optimize Black-Box Functions With Extreme Limits on the Number of Function Evaluations

no code implementations18 Mar 2021 Carlos Ansotegui, Meinolf Sellmann, Tapan Shah, Kevin Tierney

We tune this method for black box optimization and then evaluate on classical black box optimization benchmarks.

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