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Edward Small
Edward Small
PhD Student, RMIT University
E-mail confirmado em student.rmit.edu.au - Página inicial
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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
32023
Navigating Explanatory Multiverse Through Counterfactual Path Geometry
K Sokol, E Small, Y Xuan
arXiv preprint arXiv:2306.02786, 2023
22023
Equalised odds is not equal individual odds: Post-processing for group and individual fairness
EA Small, K Sokol, D Manning, FD Salim, J Chan
arXiv preprint arXiv:2304.09779, 2023
22023
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
22022
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
12023
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
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
2024
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
An Analysis of Physics-Informed Neural Networks
E Small
arXiv preprint arXiv:2303.02890, 2023
2023
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