Pareto Local Search is Competitive with Evolutionary Algorithms for Multi-Objective Neural Architecture Search

Neural architecture search (NAS) involves automatically searching for promising deep neural network structures in certain architecture spaces. Depending on the number of criteria being concerned, NAS can be formulated as single-objective optimization problems (SONAS) or multi-objective optimization ... View More