Gustav Sourek - RankMe

23 papers A* 2B 3Journal 10Unranked 8

Year	Rank	Type	Title / Venue / Authors
2021	J	`jnl`	Beyond graph neural networks with lifted relational neural networks. Mach. Learn. Gustav Sourek, Filip Zelezný, Ondrej Kuzelka
2021	A*	`conf`	Lossless Compression of Structured Convolutional Models via Lifting. ICLR Gustav Sourek, Filip Zelezný, Ondrej Kuzelka
2021	J	`jnl`	Optimal sports betting strategies in practice: an experimental review. CoRR Matej Uhrín, Gustav Sourek, Ondrej Hubácek, Filip Zelezný
2020	J	`jnl`	Beyond Graph Neural Networks with Lifted Relational Neural Networks. CoRR Gustav Sourek, Filip Zelezný, Ondrej Kuzelka
2020	J	`jnl`	Learning with Molecules beyond Graph Neural Networks. CoRR Gustav Sourek, Filip Zelezný, Ondrej Kuzelka
2020	J	`jnl`	Lossless Compression of Structured Convolutional Models via Lifting. CoRR Gustav Sourek, Filip Zelezný
2019	A*	`conf`	Deep Learning with Relational Logic Representations. IJCAI Gustav Sourek
2019	J	`jnl`	Efficient Extraction of Network Event Types from NetFlows. Secur. Commun. Networks Gustav Sourek, Filip Zelezný
2019	J	`jnl`	Learning to predict soccer results from relational data with gradient boosted trees. Mach. Learn. Ondrej Hubácek, Gustav Sourek, Filip Zelezný
2019	—	`conf`	Revisiting Neural-Symbolic Learning Cycle. NeSy@IJCAI Martin Svatos, Gustav Sourek, Filip Zelezný
2019	—	`conf`	Scaling up relational templated neural models. NeSy@IJCAI Gustav Sourek, Filip Zelezný, Ondrej Kuzelka
2018	—	`conf`	Deep Learning from Spatial Relations for Soccer Pass Prediction. MLSA@PKDD/ECML Ondrej Hubácek, Gustav Sourek, Filip Zelezný
2018	J	`jnl`	Lifted Relational Neural Networks: Efficient Learning of Latent Relational Structures. J. Artif. Intell. Res. Gustav Sourek, Vojtech Aschenbrenner, Filip Zelezný, Steven Schockaert, Ondrej Kuzelka
2018	—	`conf`	Lifted Relational Team Embeddings for Predictive Sports Analytics. ILP Up-and-Coming / Short Papers Ondrej Hubácek, Gustav Sourek, Filip Zelezný
2017	B	`conf`	Pruning Hypothesis Spaces Using Learned Domain Theories. ILP Martin Svatos, Gustav Sourek, Filip Zelezný, Steven Schockaert, Ondrej Kuzelka
2017	B	`conf`	Stacked Structure Learning for Lifted Relational Neural Networks. ILP Gustav Sourek, Martin Svatos, Filip Zelezný, Steven Schockaert, Ondrej Kuzelka
2017	J	`jnl`	Stacked Structure Learning for Lifted Relational Neural Networks. CoRR Gustav Sourek, Martin Svatos, Filip Zelezný, Steven Schockaert, Ondrej Kuzelka
2016	B	`conf`	Learning Predictive Categories Using Lifted Relational Neural Networks. ILP Gustav Sourek, Suresh Manandhar, Filip Zelezný, Steven Schockaert, Ondrej Kuzelka
2015	—	`conf`	Learning to Detect Network Intrusion from a Few Labeled Events and Background Traffic. AIMS Gustav Sourek, Ondrej Kuzelka, Filip Zelezný
2015	—	`conf`	Lifted Relational Neural Networks. CoCo@NIPS Gustav Sourek, Vojtech Aschenbrenner, Filip Zelezný, Ondrej Kuzelka
2015	J	`jnl`	Lifted Relational Neural Networks. CoRR Gustav Sourek, Vojtech Aschenbrenner, Filip Zelezný, Ondrej Kuzelka
2015	—	`conf`	Visual data-flow framework of evolutionary computation. RACS Gustav Sourek, Petr Posik
2013	—	`conf`	Predicting Top-k Trends on Twitter using Graphlets and Time Features. ILP (Late Breaking Papers) Gustav Sourek, Ondrej Kuzelka, Filip Zelezný