NOVAS: Non-convex Optimization via Adaptive Stochastic Search for End-to-End Learning and Control

Ioannis Exarchos, Marcus A. Pereira, Ziyi Wang +1

In this work we propose the use of adaptive stochastic search as a building block for general, non-convex optimization operations within deep neural network architectures. Specific…