ESReDA Webinar “Certified Deep Learning”

Data2021-04-30
VietaVirtualus renginys

ESReDA invites to join Webinars Series on Trustworthy Complex and Intelligent Systems.

 

  1. Certified Deep Learning” with Martin Vechev (ETH Zürich)

Friday, 30 April 2021

16:00 – 17:00 CET

FREE Online Zoom Webinar

 

Zoom Registration: https://tinyurl.com/64963jnz

 

In this talk I will discuss some of the latest progress we have made in the space of certifying AI systems, ranging from certification of deep neural networks to entire deep learning pipelines. In the process I will also discuss new neural architectures that are more amenable to certification as well as mathematical impossibility and complexity results that help guide new kinds of certified training methods.

 

Martin Vechev is an Associate Professor at the Department of Computer Science, ETH Zurich. His work spans the intersection of machine learning and symbolic methods with applications to topics such as safety of artificial intelligence, quantum programming and security. He has co-founded 3 start-ups in the space of AI and security, the latest of which LatticeFlow aims to build and deploy trustworthy AI models.