A New Stochastic Algorithm for Strategy Optimisation in Bayesian Influence Diagrams. - Michal Matuszak; Tomasz Schreiber (ICAISC (2), 2010)

Smooth Conditional Transition Paths in Dynamical Gaussian Networks. - Michal Matuszak; Jacek Miekisz; Tomasz Schreiber (KI, 2011)

Locally Specified Polygonal Markov Fields for Image Segmentation. - Michal Matuszak; Tomasz Schreiber (Mathematical Methods for Signal and Image Analysis and Representation, 2012)

Solving Ramified Optimal Transport Problem in the Bayesian Influence Diagram Framework. - Michal Matuszak; Jacek Miekisz; Tomasz Schreiber (ICAISC (2), 2012)

Stochastic Techniques in Influence Diagrams for Learning Bayesian Network Structure. - Michal Matuszak; Jacek Miekisz (ICANN (1), 2012)

Stochastic Stability in Three-Player Games with Time Delays. - Jacek Miekisz; Michal Matuszak; Jan Poleszczuk (Dyn. Games Appl., 2014)

Dynamic Switch Layers For Unsupervised Learning. - Haiguang Li; Usama Pervaiz; Michal Matuszak; Robert Kamara; Gilles Roux; Trausti Thormundsson; Joseph Antognini (CoRR, 2024)

Enhancing User Experience in On-Device Machine Learning with Gated Compression Layers. - Haiguang Li; Usama Pervaiz; Joseph Antognini; Michal Matuszak; Lawrence Au; Gilles Roux; Trausti Thormundsson (CoRR, 2024)