2 papers
cs.AI2023
Tackling the Abstraction and Reasoning Corpus (ARC) with Object-centric Models and the MDL Principle
Sébastien Ferré
The Abstraction and Reasoning Corpus (ARC) is a challenging benchmark, introduced to foster AI research towards human-level intelligence. It is a collection of unique tasks about g…
cs.AI2023
KG-MDL: Mining Graph Patterns in Knowledge Graphs with the MDL Principle
Francesco Bariatti, Peggy Cellier, Sébastien Ferré
Nowadays, increasingly more data are available as knowledge graphs (KGs). While this data model supports advanced reasoning and querying, they remain difficult to mine due to their…