Tias Guns - Prediction + Optimisation: without and with decision-focused learning - IPAM at UCLA

Recorded 02 March 2023. Tias Guns of KU Leuven presents "Prediction + Optimisation: without and with decision-focused learning" at IPAM's Artificial Intelligence and Discrete Optimization Workshop.
Abstract: Industry and society are increasingly automating processes, which requires solving combinatorial optimisation problems. To find not just optimal solutions, but also 'desirable' solutions for the end user, it is increasingly important to offer AI tools that automatically learn from the user and the environment and that support the constraint modelling in interpretable ways.