Zelezny, Filip

11 publications

MLJ 2021 Beyond Graph Neural Networks with Lifted Relational Neural Networks Gustav Sourek, Filip Zelezný, Ondrej Kuzelka

ICLR 2021 Lossless Compression of Structured Convolutional Models via Lifting Gustav Sourek, Filip Zelezny, Ondrej Kuzelka

MLJ 2019 Learning to Predict Soccer Results from Relational Data with Gradient Boosted Trees Ondrej Hubácek, Gustav Sourek, Filip Zelezný

JAIR 2018 Lifted Relational Neural Networks: Efficient Learning of Latent Relational Structures Gustav Sourek, Vojtech Aschenbrenner, Filip Zelezný, Steven Schockaert, Ondrej Kuzelka

MLJ 2011 An Experimental Test of Occam's Razor in Classification Jan Zahálka, Filip Zelezný

MLJ 2011 Block-Wise Construction of Tree-like Relational Features with Monotone Reducibility and Redundancy Ondrej Kuzelka, Filip Zelezný

ECML-PKDD 2011 Gaussian Logic for Predictive Classification Ondrej Kuzelka, Andrea Szabóová, Matej Holec, Filip Zelezný

ICML 2009 Block-Wise Construction of Acyclic Relational Features with Monotone Irreducibility and Relevancy Properties Ondrej Kuzelka, Filip Zelezný

ICML 2008 Fast Estimation of First-Order Clause Coverage Through Randomization and Maximum Likelihood Ondrej Kuzelka, Filip Zelezný

MLJ 2006 Propositionalization-Based Relational Subgroup Discovery with RSD Filip Zelezný, Nada Lavrac

MLJ 2006 Randomised Restarted Search in ILP Filip Zelezný, Ashwin Srinivasan, C. David Page Jr.