Ioannis Exarchos

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

2020 · arXiv (Cornell University)

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. Specifically, for an objective function located at some layer in …