Research output per year
Research output per year
Personal profile
Profile Summary
My research is situated at the intersection of several areas: probability theory, stochastic analysis, numerical analysis, optimization, optimal transport, computational statistics and machine learning.
For up-to-date information about my research activities, please see my personal website https://sites.google.com/site/mateuszbmajka/
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Collaborations and top research areas from the last five years
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Entropic mean-field min-max problems via Best Response flow
Lascu, R.-A., Majka, M. & Szpruch, Ł., Apr 2025, In: Applied Mathematics & Optimization. 91, 2, 48.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Downloads (Pure) -
L2-Wasserstein contraction for Euler schemes of elliptic diffusions and interacting particle systems
Liu, L., Majka, M. & Monmarché, P., Jan 2025, In: Stochastic Processes and their Applications. 179, 104504.Research output: Contribution to journal › Article › peer-review
Open AccessFile22 Downloads (Pure) -
A Fisher-Rao gradient flow for entropic mean-field min-max games
Lascu, R.-A., Majka, M. & Szpruch, Ł., Sept 2024, In: Transactions on Machine Learning Research.Research output: Contribution to journal › Article › peer-review
Open Access -
Mirror Descent-Ascent for mean-field min-max problems
Lascu, R.-A., Majka, M. & Szpruch, Ł., 28 May 2024, arXiv, (arXiv).Research output: Working paper › Preprint
Open AccessFile1 Downloads (Pure) -
Optimal Markovian coupling for finite activity Lévy processes
Kendall, W. S., Majka, M. & Mijatović, A., Nov 2024, In: Bernoulli. 30, 4, p. 2821-2845 25 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile36 Downloads (Pure)