Quantization-Aware Regularizers for Deep Neural Networks Compression

Dario Malchiodi, Mattia Ferraretto, Marco Frasca

Deep Neural Networks reached state-of-the-art performance across numerous domains, but this progress has come at the cost of increasingly large and over-parameterized models, posin…