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Daniel Bethell
Advanced@team-daniel
A Research Associate specialising in Safe AI at the University of York.
KAN. Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.
261MC-CP. All the material needed to use MC-CP and the Adaptive MC Dropout method
29cedl. Our Conflict-aware Evidential Deep Learning (C-EDL) method enhances robustness to OOD and adversarial inputs by combining evidence from metamorphic transformations and reducing evidence when conflicts arise, signalling higher uncertainty.
3ADVICE. All the material needed to use ADVICE for the safe exploration of reinforcement learning agents.
2peer-review-biases. Jupyter Notebook
1guide. Python
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