Sourek, Gustav

5 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

IJCAI 2019 Deep Learning with Relational Logic Representations Gustav Sourek

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