B. Polaczyk, J. Cyranka,
Improved overparametrization bounds for global convergence of stochastic gradient descent for shallow neural networks,
R. Adamczak, B. Polaczyk,
Concentration inequalities for some negatively dependent binary random variables,
R. Adamczak, B. Polaczyk, M. Strzelecki,
Modified log-Sobolev inequalities, Beckner inequalities and moment estimates,
J. Funct. Anal. 282 (2022), no. 7, 109349. [talk; slides];
Concentration of the empirical spectral distribution of random matrices with dependent entries,
Electron. Commun. Probab. 24 (2019), no. 78, 1-15.;
R. Adamczak, M. Kotowski, B. Polaczyk, M. Strzelecki,
A note on concentration for polynomials in the Ising model,
Electron. J. Probab. 24 (2019), no. 42, 1-22.;
Currently, I'm a research assistant at Foundations of Interpretable and Reliable Machine Learning NAWA project and an investigator in Concentration of measure and functional inequalities NCN project.
Here you can find notes that I have taken during Nathael Gozlan's lectures on Optimal transport and concentration of measure at Warsaw Summer School in Probability 2017 and here - a poster about my MSc thesis.