Costabello, Luca

6 publications

LoG 2023 KGEx: Explaining Knowledge Graph Embeddings via Subgraph Sampling and Knowledge Distillation Vasileios Baltatzis, Luca Costabello

ICLR 2023 Robust Explanation Constraints for Neural Networks Matthew Robert Wicker, Juyeon Heo, Luca Costabello, Adrian Weller

AISTATS 2021 Generating Interpretable Counterfactual Explanations by Implicit Minimisation of Epistemic and Aleatoric Uncertainties Lisa Schut, Oscar Key, Rory Mc Grath, Luca Costabello, Bogdan Sacaleanu, Medb Corcoran, Yarin Gal

IJCAI 2021 Learning Embeddings from Knowledge Graphs with Numeric Edge Attributes Sumit Pai, Luca Costabello

ICLR 2020 Probability Calibration for Knowledge Graph Embedding Models Pedro Tabacof, Luca Costabello

ECML-PKDD 2017 Regularizing Knowledge Graph Embeddings via Equivalence and Inversion Axioms Pasquale Minervini, Luca Costabello, Emir Muñoz, Vít Novácek, Pierre-Yves Vandenbussche