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Edward Small
Edward Small
PhD Student, RMIT University
Email verificata su student.rmit.edu.au - Home page
Titolo
Citata da
Citata da
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Helpful, misleading or confusing: How humans perceive fundamental building blocks of artificial intelligence explanations
E Small, Y Xuan, D Hettiachchi, K Sokol
arXiv preprint arXiv:2303.00934, 2023
62023
How Robust is your Fair Model? Exploring the Robustness of Diverse Fairness Strategies
E Small, W Shao, Z Zhang, P Liu, J Chan, K Sokol, F Salim
arXiv preprint arXiv:2207.04581, 2022
42022
Equalised odds is not equal individual odds: Post-processing for group and individual fairness
E Small, K Sokol, D Manning, FD Salim, J Chan
The 2024 ACM Conference on Fairness, Accountability, and Transparency, 1559-1578, 2024
32024
Can Users Correctly Interpret Machine Learning Explanations and Simultaneously Identify Their Limitations?
Y Xuan, E Small, K Sokol, D Hettiachchi, M Sanderson
arXiv preprint arXiv:2309.08438, 2023
32023
Navigating Explanatory Multiverse Through Counterfactual Path Geometry
K Sokol, E Small, Y Xuan
arXiv preprint arXiv:2306.02786, 2023
32023
TraCE: Trajectory Counterfactual Explanation Scores
JN Clark, EA Small, N Keshtmand, MWL Wan, EF Mayoral, E Werner, ...
Northern Lights Deep Learning Conference, 36-45, 2024
12024
Counterfactual Explanations via Locally-guided Sequential Algorithmic Recourse
EA Small, JN Clark, CJ McWilliams, K Sokol, J Chan, FD Salim, ...
arXiv preprint arXiv:2309.04211, 2023
12023
An analysis of physics-informed neural networks
E Small
arXiv preprint arXiv:2303.02890, 2023
12023
Comprehension is a double-edged sword: Over-interpreting unspecified information in intelligible machine learning explanations
Y Xuan, E Small, K Sokol, D Hettiachchi, M Sanderson
International Journal of Human-Computer Studies 193, 103376, 2025
2025
Monitoring Sustainable Global Development Along Shared Socioeconomic Pathways
MWL Wan, JN Clark, EA Small, EF Mayoral, R Santos-Rodríguez
arXiv preprint arXiv:2312.04416, 2023
2023
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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