Overview

Self-driving: Introduction, Challenges and Open Questions
Overview of the Autonomy Stack, problems of its Behavior side, and possible ways to solve it.
May 25, 2023 12:00 AM Deep Learning School
Aleksandr Petiushko Александр Петюшко
Slides Video Stream In Russian
Self-driving: Introduction, Challenges and Open Questions
Autonomy: Introduction of ML for High School
Overview of the Autonomy Stack, related problems, and possible new jobs.
Apr 28, 2023 12:00 AM Mountain View High School
Aleksandr Petiushko Александр Петюшко
Slides
Autonomy: Introduction of ML for High School
Certified Robustness: Fundamentals and Challenges
Overview of classical and State-of-the-Art approaches to certify ML models’ robustness.
Jan 24, 2023 6:00 PM NTR LABS Webinars
Aleksandr Petiushko Александр Петюшко
Slides Video
Certified Robustness: Fundamentals and Challenges
Interviews in AI
Overview of the Interview sessions and needed competencies and skills in the AI Industry.
Feb 11, 2022 9:30 AM HSE International Centre Webinars
Aleksandr Petiushko Александр Петюшко
Slides In Russian
Interviews in AI
Industry in AI
Overview of the Industrial Labor Market in the AI field.
Feb 11, 2022 9:00 AM HSE International Centre Webinars
Aleksandr Petiushko Александр Петюшко
Slides In Russian
Industry in AI
Trends in AI: Multi-modality, Multi-tasking, Effectiveness
Overview of the trends in Generative AI.
Jan 27, 2022 12:00 AM Read//Able Contest
Aleksandr Petiushko Александр Петюшко
Slides
Trends in AI: Multi-modality, Multi-tasking, Effectiveness
Effective Multi-modal Multi-task models
Overview of the trends in Generative AI.
Nov 24, 2021 12:00 AM ML and AIT Workshop, Sirius
Aleksandr Petiushko Александр Петюшко
Slides
Effective Multi-modal Multi-task models
Neural Tangent Kernel: Introduction
The overview of the Neural Tangent Kernel.
Aug 3, 2021 12:00 AM Summer school on Optimization, Sirius
Aleksandr Petiushko Александр Петюшко
Slides
Neural Tangent Kernel: Introduction
Overview of Self-Driving Vehicle Stack of Technologies
The overview of the Self-Driving Stack.
Jul 23, 2021 12:00 AM Summer school on Optimization, Sirius
Aleksandr Petiushko Александр Петюшко, Komkov Stepan
Slides
Overview of Self-Driving Vehicle Stack of Technologies
Certified Robustness in High Dimensions
The overview of certified robustness problems in high dimensions.
Apr 29, 2021 12:00 AM SkolTech
Aleksandr Petiushko Александр Петюшко
Slides
Certified Robustness in High Dimensions