Eoin Delaney
4 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI · Artificial Intelligence
(4)
Machine Learning
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Deep Learning
(1)
Analysis
(1)
Application Areas
(1)
Core AI · Computer Vision
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
explainable ai
(3)
counterfactual explanation
(2)
image classification
(2)
algorithmic fairness
(1)
binary classification
(1)
computer vision
(1)
natural language processing
(1)
prototype learning
(1)
deep learning
(1)
human-computer interaction
(1)
group fairness
(1)
fairness constraint
(1)
post-hoc explanation
(1)
fairness optimization
(1)
human-machine interaction
(1)
case-based explanation
(1)
feature highlighting
(1)
user testing
(1)
benchmark evaluation
(1)
adversarial robustness
(1)
Papers
Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ (Abstract Reprint)
AAAI 2024
OxonFair: A Flexible Toolkit for Algorithmic Fairness
NeurIPS 2024
Advancing Post-Hoc Case-Based Explanation with Feature Highlighting
IJCAI 2023
If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques
IJCAI 2021