State-dependent swap strategies and automatic reduction of number of temperatures in adaptive parallel tempering algorithm. - Mateusz Krzysztof Lacki; Blazej Miasojedow (Stat. Comput., 2016)

Adaptive Monte Carlo Maximum Likelihood. - Blazej Miasojedow; Wojciech Niemiro; Jan Palczewski; Wojciech Rejchel (Challenges in Computational Statistics and Data Mining, 2016)

The Wasserstein Distance as a Dissimilarity Measure for Mass Spectra with Application to Spectral Deconvolution. - Szymon Majewski; Michal Aleksander Ciach; Michal Startek; Wanda Niemyska; Blazej Miasojedow; Anna Gambin (WABI, 2018)

Estimation of Rates of Reactions Triggered by Electron Transfer in Top-Down Mass Spectrometry. - Michal Aleksander Ciach; Mateusz Krzysztof Lacki; Blazej Miasojedow; Frederik Lermyte; Dirk Valkenborg; Frank Sobott; Anna Gambin (J. Comput. Biol., 2018)

Sparse Estimation in Ising Model via Penalized Monte Carlo Methods. - Blazej Miasojedow; Wojciech Rejchel (J. Mach. Learn. Res., 2018)

Non-asymptotic Analysis of Biased Stochastic Approximation Scheme. - Belhal Karimi; Blazej Miasojedow; Eric Moulines; Hoi-To Wai (COLT, 2019)

Jaccard/Tanimoto similarity test and estimation methods for biological presence-absence data. - Neo Christopher Chung; Blazej Miasojedow; Michal Startek; Anna Gambin (BMC Bioinform., 2019)

Analysis of Langevin Monte Carlo via Convex Optimization. - Alain Durmus; Szymon Majewski; Blazej Miasojedow (J. Mach. Learn. Res., 2019)

Structure learning for CTBN's via penalized maximum likelihood methods. - Maryia Shpak; Blazej Miasojedow; Wojciech Rejchel (CoRR, 2020)

Convergence of the EBT method for a non-local model of cell proliferation with discontinuous interaction kernel. - Piotr Gwiazda; Blazej Miasojedow; Jakub Skrzeczkowski; Zuzanna Szymanska (CoRR, 2021)

Particle MCMC With Poisson Resampling: Parallelization and Continuous Time Models. - Tomasz Cakala; Blazej Miasojedow; Wojciech Niemiro (J. Comput. Graph. Stat., 2021)

Adaptive Bayesian SLOPE: Model Selection With Incomplete Data. - Wei Jiang 027; Malgorzata Bogdan; Julie Josse; Szymon Majewski; Blazej Miasojedow; Veronika Rocková (J. Comput. Graph. Stat., 2022)

Critical assessment of synthetic accessibility scores in computer-assisted synthesis planning. - Grzegorz Skoraczynski; Mateusz Kitlas; Blazej Miasojedow; Anna Gambin (J. Cheminformatics, 2023)

Stability of solutions of the porous medium equation with growth with respect to the diffusion exponent. - Tomasz Debiec; Piotr Gwiazda; Blazej Miasojedow; Zuzanna Szymanska (CoRR, 2024)

Convergence rates of particle approximation of forward-backward splitting algorithm for granular medium equations. - Matej Benko; Iwona Chlebicka; Jørgen Endal; Blazej Miasojedow (CoRR, 2024)

Langevin Monte Carlo Beyond Lipschitz Gradient Continuity. - Matej Benko; Iwona Chlebicka; Jørgen Endal; Blazej Miasojedow (AAAI, 2025)

Operator splitting algorithm for structured population models on metric spaces. - Carolin Lindow; Christian Düll; Piotr Gwiazda; Blazej Miasojedow; Anna K. Marciniak-Czochra (CoRR, 2025)