research
∙
04/27/2023
Interpretable Neural-Symbolic Concept Reasoning
Deep learning methods are highly accurate, yet their opaque decision pro...
share
research
∙
03/22/2023
Human Uncertainty in Concept-Based AI Systems
Placing a human in the loop may abate the risks of deploying AI systems ...
research
∙
01/25/2023
Towards Robust Metrics for Concept Representation Evaluation
Recent work on interpretability has focused on concept-based explanation...
research
∙
09/19/2022
Concept Embedding Models
Deploying AI-powered systems requires trustworthy models supporting effe...
research
∙
11/24/2021
