150 citations · 619 across the 52 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
cs.AI2019★ 5 cited
From Shallow to Deep Interactions Between Knowledge Representation, Reasoning and Machine Learning (Kay R. Amel group)
Zied Bouraoui, Antoine Cornuéjols, Thierry Denœux +9
This paper proposes a tentative and original survey of meeting points between Knowledge Representation and Reasoning (KRR) and Machine Learning (ML), two areas which have been deve…
cs.LG2019
On Validating, Repairing and Refining Heuristic ML Explanations
Alexey Ignatiev, Nina Narodytska, Joao Marques-Silva
Recent years have witnessed a fast-growing interest in computing explanations for Machine Learning (ML) models predictions. For non-interpretable ML models, the most commonly used…