Mateusz Majka
Assistant Professor
United KingdomResearch Interests
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About
Mateusz Majka is an Assistant Professor at Heriot-Watt University in the United Kingdom. His research areas include stochastic differential equations, ergodicity, and approximation methods within the context of statistical physics. Recent publications highlight his work on the Polyak–Łojasiewicz inequality, multi-index antithetic stochastic gradient algorithms, and heavy-tailed distributions. He is also focused on convergence phenomena in mean-field processes and nonasymptotic bounds for sampling algorithms.
Articles (7)
Year:
2023
Year:
2023
Year:
2021
Year:
2021
Year:
2020
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2020
Year:
2020
Collaborators (2)
Konstantinos C. Zygalakis
University of Edinburgh
Michael Giles
University of Oxford
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