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Jack Foster
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Fast Machine Unlearning Without Retraining Through Selective Synaptic Dampening
J Foster, S Schoepf, A Brintrup
Proceedings of the AAAI Conference on Artificial Intelligence, 2024
122024
Zero-shot machine unlearning at scale via lipschitz regularization
J Foster, K Fogarty, S Schoepf, C Öztireli, A Brintrup
arXiv preprint arXiv:2402.01401, 2024
22024
Aiding food security and sustainability efforts through graph neural network-based consumer food ingredient detection and substitution
J Foster, A Brintrup
Scientific Reports 13 (1), 18809, 2023
12023
Robotic Perception in Agri-food Manipulation: A Review
J Foster, M Gudelis, AG Esfahani
arXiv preprint arXiv:2208.10580, 2022
12022
Loss-Free Machine Unlearning
J Foster, S Schoepf, A Brintrup
arXiv preprint arXiv:2402.19308, 2024
2024
Parameter-tuning-free data entry error unlearning with adaptive selective synaptic dampening
S Schoepf, J Foster, A Brintrup
arXiv preprint arXiv:2402.10098, 2024
2024
Identifying contributors to manufacturing outcomes in a multi-echelon setting: a decentralised uncertainty quantification approach
S Schöpf, J Foster, A Brintrup
ECML PKDD AI4M: AI for Manufacturing Workshop, 2023
2023
Towards Robust Continual Learning with Bayesian Adaptive Moment Regularization
J Foster, A Brintrup
arXiv.org, 2023
2023
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Articles 1–8