Eoin M. Kenny
6 papers · 2019–2023 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
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Research topics
Keywords
explainable ai
(4)
case-based reasoning
(2)
counterfactual explanation
(2)
explainable artificial intelligence
(2)
feature weighting
(1)
convolutional neural network
(1)
image manipulation
(1)
post-hoc explanation
(1)
bayesian method
(1)
case-base maintenance
(1)
grass growth prediction
(1)
prototype network
(1)
neural network
(1)
trust calibration
(1)
case-based explanation
(1)
feature highlighting
(1)
interpretable reinforcement learning
(1)
semi-factual explanation
(1)
user testing
(1)
smart agriculture
(1)
Papers
Advancing Post-Hoc Case-Based Explanation with Feature Highlighting
IJCAI 2023
Towards Interpretable Deep Reinforcement Learning with Human-Friendly Prototypes
ICLR 2023
If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques
IJCAI 2021
On Generating Plausible Counterfactual and Semi-Factual Explanations for Deep Learning
AAAI 2021
Bayesian Case-Exclusion and Personalized Explanations for Sustainable Dairy Farming (Extended Abstract)
IJCAI 2020
Twin-Systems to Explain Artificial Neural Networks using Case-Based Reasoning: Comparative Tests of Feature-Weighting Methods in ANN-CBR Twins for XAI
IJCAI 2019