Turnpike Control and Deep Learning by Enrique Zuazua at IITK

Worldwide. 08.09.2020. Yesterday, our Head Enrique Zuazua gave a talk about “Turnpike Control and Deep Learning” hosted by IITK – Indian Institute of Technology, Kampur in collaboration with IISER-Kolkata, IISER-Pune, and TIFR-CAM.

Enrique Zuazua presented how the turnpike principle asserts that in long time horizons optimal control strategies are nearly of a steady state nature. In this lecture we shall survey on some recent results on this topic and present some its consequences on deep supervised learning.

Slides (PDF)

You can watch this session recorded by IITK:

This lecture is based on joint work with our team member Carlos EsteveBorjan Geshkovski and Dario Pighin.