Certified Robustness, High Dimensions and Computer Vision

Name: Certified Robustness, High Dimensions and Computer Vision
Start: 2021-10-29T00:00:00Z
Location: SAMPLE

Aleksandr Petiushko Александр Петюшко

Date

Oct 29, 2021 12:00 AM

Event

SAMPLE - Statistics, Artificial Intelligence, Machine Learning, Probability, Learning Theory Event

Location

SAMPLE

Gelendzhik, Russia

I was invited by the HSE University and Skoltech (program) to make a presentation about the current statistical fundamentals and challenges of certified robustness. Event details: link1, link2.

Certified Robustness Randomized Smoothing Dimensionality Computer Vision

Aleksandr Petiushko Александр Петюшко

Director, Head of ML Research / Adjunct Professor / PhD

Principal R&D Researcher (15+ years of experience), R&D Technical Leader (10+ years of experience), and R&D Manager (7+ years of experience). Running and managing industrial research and academic collaboration (35+ publications, 30+ patents). Inspired by theoretical computer science and how it changes the world.