Schoepf, Stefan
- Fast Machine Unlearning Without Retraining Through Selective Synaptic Dampening
2023/08/15 by Foster, Jack, Schoepf, Stefan, Brintrup, Alexandra · 30 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Agentic LLMs in the Supply Chain: Towards Autonomous Multi-Agent Consensus-Seeking
2024/11/15 by Valeria Jannelli, Stefan Schoepf, Jannelli, Valeria +7 · 4 citations
Computer Science · Business, Management and Accounting · #Multi-Agent Systems and Negotiation #Collaboration in agile enterprises #Mobile Agent-Based Network Management
- An Information Theoretic Approach to Machine Unlearning
2024/02/02 by Foster, Jack, Fogarty, Kyle, Schoepf, Stefan +3 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Attack Atlas: A Practitioner's Perspective on Challenges and Pitfalls in Red Teaming GenAI
2024/09/23 by Rawat, Ambrish, Schoepf, Stefan, Zizzo, Giulio +10 · 4 citations
#Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Redirection for Erasing Memory (REM): Towards a universal unlearning method for corrupted data
2025/05/23 by Schoepf, Stefan, Mozer, Michael Curtis, Mitchell, Nicole Elyse +4 · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Multi-Agent Digital Twinning for Collaborative Logistics: Framework and Implementation
2023/09/22 by Liming Xu, Xu, Liming, Stephen Mak +7 · 1 citation
Business, Management and Accounting · Engineering · #Collaboration in agile enterprises #Digital Transformation in Industry #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
- Parameter-tuning-free data entry error unlearning with adaptive selective synaptic dampening
2024/02/06 by Schoepf, Stefan, Foster, Jack, Brintrup, Alexandra · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Potion: Towards Poison Unlearning
2024/06/13 by Schoepf, Stefan, Foster, Jack, Brintrup, Alexandra · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Loss-Free Machine Unlearning
2024/02/29 by Foster, Jack, Schoepf, Stefan, Brintrup, Alexandra · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning to Forget using Hypernetworks
2024/12/01 by Jose Miguel Lara Rangel, Stefan Schoepf, Rangel, Jose Miguel Lara +6 · 1 citation
Social Sciences · #Educational Tools and Methods