Fast Machine Unlearning Without Retraining Through Selective Synaptic Dampening J Foster, S Schoepf, A Brintrup Proceedings of the AAAI Conference on Artificial Intelligence, 2024 | 27 | 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 | 3 | 2024 |
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 | 3 | 2024 |
Loss-Free Machine Unlearning J Foster, S Schoepf, A Brintrup ICLR 2024 Tiny Paper, 2024 | 1 | 2024 |
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 | 1 | 2023 |
Robotic Perception in Agri-food Manipulation: A Review J Foster, M Gudelis, AG Esfahani arXiv preprint arXiv:2208.10580, 2022 | 1 | 2022 |
Potion: Towards Poison Unlearning S Schoepf, J Foster, A Brintrup arXiv preprint arXiv:2406.09173, 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 |