Ritam Guha

Regularity-Driven Multi-objective Neural Architecture Search

This work studies how to make the diverse trade-off architectures to possess a regularity, so they can be better understood, maintained, and deployed with confidence, and shows that this regularity-driven search can produce families of architectures that remain competitive in performance while being structurally simple...