Prior latent distribution comparison for the RNN Variational Autoencoder in low-resource language modeling. - Yevhen Kostiuk; Mykola Lukashchuk; Alexander F. Gelbukh; Grigori Sidorov (J. Intell. Fuzzy Syst., 2022)

Efficient Bayesian Inference By Conjugate-Computation Variational Message Passing. - Mykola Lukashchuk; Ismail Senöz; Bert de Vries (MLSP, 2023)

Q-conjugate Message Passing for Efficient Bayesian Inference. - Mykola Lukashchuk; Ismail Senöz; Bert de Vries (PGM, 2024)

Expected Free Energy-based Planning as Variational Inference. - Bert de Vries; Wouter W. L. Nuijten; Thijs van de Laar; Wouter M. Kouw; Sepideh Adamiat; Tim Nisslbeck; Mykola Lukashchuk; Hoang Minh Huu Nguyen; Marco Hidalgo Araya; Raphael Tresor; Thijs Jenneskens; Ivana Nikoloska; et al. (CoRR, 2025)

A Message Passing Realization of Expected Free Energy Minimization. - Wouter W. L. Nuijten; Mykola Lukashchuk; Thijs van de Laar; Bert de Vries (CoRR, 2025)