Egor Antipov
Doctoral Researcher @Helmholtz Munich
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WORK HISTORY
Doctoral Researcher @Helmholtz Munich
Munich, DE
I am conducting my doctoral research at Helmholtz Munich in affiliation with the Technical University of Munich (TUM). My work focuses on the mathematical foundations of Machine Learning, specifically investigating the synergy between Dynamical Systems and Probabilistic Modeling.
EDUCATION
Technical University of Munich
Master's degree, Mathematics
Higher School of Economics
Bachelor's degree, Mathematics
ABOUT EGOR ANTIPOV
I am a PhD candidate at Helmholtz Munich, conducting research in affiliation with the Technical University of Munich (TUM). My work focuses on the mathematical foundations of Machine Learning, specifically at the intersection of Dynamical Systems and Probabilistic Modeling.Building on a rigorous background in Mathematics (BSc from HSE, MSc from TUM), I am dedicated to exploring how advanced mathematical frameworks can improve the robustness, efficiency, and interpretability of modern AI. Driven by a commitment to continuous self-development, I thrive on translating complex mathematical theory into scalable solutions for real-world applications.
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