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Jakiw Pidstrigach

PhD Researcher, Potsdam

Interested in generative modeling, markov chain monte carlo, stochastic analysis, mean-field analysis.

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Blog

Introduction to Score-based generative models

Introduction to practical and theoretical aspects of SGMs with a focus on generalization capabilities. Code is in JAX.

Conferences

Turing Theory and Methodology Challenges Week, London, 2022

Co-organized the "Score-based generative models: Implementation, optimisation, generalisation" challenge.

StatMathAppli, Frejus, 2022

Talk: "Score-Generative Models and generalization."

Oberwolfach, 2022

Participated: Data Assimilation – Mathematical Foundation and Applications.

Education

Massachusetts Institute of Technology, 2022/10 - 2022/12

Research visit to Youssef Marzouk's group.

University of Potsdam, 2019 -

Enthusiastically working on my PhD in Sebastian Reich's group and the SFB 1294.

University of Bonn, 2013 - 2019

Masterthesis (supervised by Andreas Eberle): Coupling and convergence of Hamiltonian Monte Carlo on Hilbert spaces.

The story so far

In the beginning the Universe was created. This has made a lot of people very angry and been widely regarded as a bad move.