Valentyn Boreiko

Researcher, Amazon
Joined
May 2022

Names

Valentyn Boreiko (Preferred)

Emails

****@uni-tuebingen.de (Confirmed)
, 
****@amazon.de (Confirmed)
, 
****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher
Amazon (amazon.de)
2025 – Present
Intern
Amazon (amazon.de)
2024 – 2025
PhD student
Computer Science, Eberhard-Karls-Universität Tübingen (uni-tuebingen.de)
2020 – 2025
Intern
Bosch (bosch.com)
2023 – 2023

Advisors, Relations & Conflicts

PhD Advisor
Matthias Hein
2020 – Present
PhD Advisor
Philipp Berens
2020 – Present
Coworker
Leena Chennuru Vankadara
2024 – 2025
Coauthor
Jan Metzen
2023 – 2023

Expertise

large-scale model training
2025 – Present
tensor programs and scaling theory
2025 – Present
mixture-of-Experts
2025 – Present
data mixture optimization
2025 – Present
diffusion generative models
2022 – Present
adversarial robustness
2020 – Present
explainability of vision models
2020 – Present
visual counterfactual explanations
2020 – Present
medical imaging
2020 – Present
optimization
2020 – Present

Publications

View all 13 publications

Co-Authors