no code implementations • 20 Feb 2023 • Konstantinos Benidis, Ugo Rosolia, Syama Rangapuram, George Iosifidis, Georgios Paschos
We propose an ML-based model that automates and expedites the solution of MIPs by predicting the values of variables.
no code implementations • 15 Aug 2022 • Naram Mhaisen, Abhishek Sinha, Georgios Paschos, Georgios Iosifidis
We take a systematic look at the problem of storing whole files in a cache with limited capacity in the context of optimistic learning, where the caching policy has access to a prediction oracle (provided by, e. g., a Neural Network).
