Multi-Objective Linear Ensembles for Robust and Sparse Training of Few-Bit Neural Networks

Ambrogio Maria Bernardelli, Stefano Gualandi, Hoong Chuin Lau +2

Training neural networks (NNs) using combinatorial optimization solvers has gained attention in recent years. In low-data settings, state-of-the-art mixed integer linear programmin…