Sourek, Gustav
- Lifted Relational Neural Networks
2015/08/20 by Gustav Šourek, Gustav Sourek, Vojtech Aschenbrenner +8 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Topic Modeling #cs.AI #cs.LG #cs.NE
- Lossless Compression of Structured Convolutional Models via Lifting
2020/07/13 by Gustav Šourek, Filip Železný, Sourek, Gustav +2 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Topic Modeling
- Stacked Structure Learning for Lifted Relational Neural Networks
2017/10/05 by Gustav Šourek, Sourek, Gustav, Martin Svatoš +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Rough Sets and Fuzzy Logic #Topic Modeling