Alternating Direction Method of Multipliers for Quantization

Tianjian Huang, Prajwal Singhania, Maziar Sanjabi +2

Quantization of the parameters of machine learning models, such as deep neural networks, requires solving constrained optimization problems, where the constraint set is formed by t…