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2020 – today
- 2024
[c2]Jack Foster, Stefan Schoepf, Alexandra Brintrup:
Fast Machine Unlearning without Retraining through Selective Synaptic Dampening. AAAI 2024: 12043-12051- [c1]Jack Foster, Stefan Schoepf, Alexandra Brintrup:
Loss-Free Machine Unlearning. Tiny Papers @ ICLR 2024 - [i11]Jack Foster, Kyle Fogarty, Stefan Schoepf, Cengiz Öztireli, Alexandra Brintrup:
Zero-Shot Machine Unlearning at Scale via Lipschitz Regularization. CoRR abs/2402.01401 (2024) - [i10]Stefan Schoepf, Jack Foster, Alexandra Brintrup:
Parameter-tuning-free data entry error unlearning with adaptive selective synaptic dampening. CoRR abs/2402.10098 (2024) - [i9]Jack Foster, Stefan Schoepf, Alexandra Brintrup:
Loss-Free Machine Unlearning. CoRR abs/2402.19308 (2024) - [i8]Stefan Schoepf, Jack Foster, Alexandra Brintrup:
Potion: Towards Poison Unlearning. CoRR abs/2406.09173 (2024) - [i7]Ambrish Rawat, Stefan Schoepf, Giulio Zizzo, Giandomenico Cornacchia, Muhammad Zaid Hameed, Kieran Fraser, Erik Miehling, Beat Buesser, Elizabeth M. Daly, Mark Purcell, Prasanna Sattigeri, Pin-Yu Chen, Kush R. Varshney:
Attack Atlas: A Practitioner's Perspective on Challenges and Pitfalls in Red Teaming GenAI. CoRR abs/2409.15398 (2024) - [i6]Vikram S. Chundawat, Pushkar Niroula, Prasanna Dhungana, Stefan Schoepf, Murari Mandal, Alexandra Brintrup:
ConDa: Fast Federated Unlearning with Contribution Dampening. CoRR abs/2410.04144 (2024) - 2023
- [i5]Stefan Schoepf, Stephen Mak, Julian Senoner, Liming Xu, Torbjørn H. Netland, Alexandra Brintrup:
Unlocking Carbon Reduction Potential with Reinforcement Learning for the Three-Dimensional Loading Capacitated Vehicle Routing Problem. CoRR abs/2307.12136 (2023) - [i4]Stefan Schoepf, Jack Foster, Alexandra Brintrup:
Identifying contributors to supply chain outcomes in a multi-echelon setting: a decentralised approach. CoRR abs/2307.12157 (2023) - [i3]Jack Foster, Stefan Schoepf, Alexandra Brintrup:
Fast Machine Unlearning Without Retraining Through Selective Synaptic Dampening. CoRR abs/2308.07707 (2023) - [i2]Liming Xu, Yaniv Proselkov, Stefan Schoepf, David Minarsch, Maria Minaricova, Alexandra Brintrup:
Implementation of Autonomous Supply Chains for Digital Twinning: a Multi-Agent Approach. CoRR abs/2309.04785 (2023) - [i1]Liming Xu, Stephen Mak, Stefan Schoepf, Michael Ostroumov, Alexandra Brintrup:
AgentChat: Multi-Agent Collaborative Logistics for Carbon Reduction. CoRR abs/2309.12781 (2023)
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