Zelezny, Filip

18 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 2020 Guest Editors' Introduction: Special Issue on Inductive Logic Programming (ILP 2019) Dimitar Kazakov, Filip Zelezný

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 2014 Guest Editors Introduction: Special Issue on Inductive Logic Programming (ILP 2012) Fabrizio Riguzzi, Filip Zelezný

MLJ 2013 Guest Editor's Introduction: Special Issue of the ECML PKDD 2013 Journal Track Hendrik Blockeel, Kristian Kersting, Siegfried Nijssen, Filip Zelezný

ECML-PKDD 2013 Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part I Hendrik Blockeel, Kristian Kersting, Siegfried Nijssen, Filip Zelezný

ECML-PKDD 2013 Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part II Hendrik Blockeel, Kristian Kersting, Siegfried Nijssen, Filip Zelezný

ECML-PKDD 2013 Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part III Hendrik Blockeel, Kristian Kersting, Siegfried Nijssen, Filip Zelezný

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

MLJ 2009 Guest Editors' Introduction: Special Issue on Inductive Logic Programming (ILP-2008) Filip Zelezný, Nada Lavrac

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.