2023
2022
Knowledge-based commonsense reasoning and explainability
US2TS KG and XAI tutorial with Filip Ilievski
2021
Explaining Errors in Autonomous Driving: A Diagnosis Tool and Testing Framework for Robust Decision Making
Autonomous systems are prone to errors and failures without knowing why. In critical domains like driving, these autonomous …
2020
Identifying Multimodal Errors Through Explanations
In this talk, I present new methodologies for detecting and explaining errors in complex systems. My novel contribution is a …
2019
Using Explanations for Robust Autonomous Decision Making
How to use explanations to make more trusted, accountable (and even ethical) decisions.