Eoin M. Kenny
6 papers · 2019–2023 · 3 conferences · across top CS/AI conferences
Achievements
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๐งญ Keyword Pioneer ๐ Conference Polyglot (3) ๐ Cross-Pollinator (7) ๐ Interdisciplinary Bridge ๐บ๏ธ Taxonomy Completionist (11)
๐ฃ
Hot Topic Early Bird
Conferences
IJCAI (4)
AAAI (1)
ICLR (1)
Top co-authors
Keywords
explainable ai
(4)
case-based reasoning
(2)
counterfactual explanation
(2)
deep learning
(1)
feature weighting
(1)
convolutional neural network
(1)
image manipulation
(1)
post-hoc explanation
(1)
bayesian method
(1)
explainable artificial intelligence
(1)
case-base maintenance
(1)
grass growth prediction
(1)
neural network
(1)
case-based explanation
(1)
feature highlighting
(1)
semi-factual explanation
(1)
user testing
(1)
smart agriculture
(1)
image classification
(1)
explanatory capability
(1)
Papers
Towards Interpretable Deep Reinforcement Learning with Human-Friendly Prototypes
ICLR 2023
Advancing Post-Hoc Case-Based Explanation with Feature Highlighting
IJCAI 2023
On Generating Plausible Counterfactual and Semi-Factual Explanations for Deep Learning
AAAI 2021
If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques
IJCAI 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