Connections between Logic and Computational Learning Theory, Complexity, Machine learning on graphs
UnRAVeL Research Training Group
Associated member of the research training Group UnRAVeL which is focussed on uncertainty and randomness in algorithms, verification and logic.
|Learning definable hypotheses on trees||Emilie Grienenberger, Martin Ritzert||22nd International Conference on Database Theory, ICDT 2019, March 26-28 2019, Lisbon, Portugal|
|Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks||Christopher Morris, Martin Ritzert, Matthias Fey, William L. Hamilton, Jan Eric Lenssen, Gaurav Rattan, Martin Grohe||33rd AAAI Conference on Artificial Intelligence, AAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019.|
|International Conference on Algorithmic Learning Theory, ALT 2017, 15-17 October 2017, Kyoto University, Kyoto, Japan|
|Learning first-order definable concepts over structures of small degree||Martin Grohe,
|32nd Annual ACM/IEEE Symposium on Logic in Computer Science, LICS 2017, Reykjavik, Iceland, June 20-23, 2017|