Brintrup, Alexandra
- 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)
- Digital Twins: State of the Art Theory and Practice, Challenges, and Open Research Questions
2020/11/02 by Angira Sharma, Sharma, Angira, Edward Elson Kosasih +7 · 6 citations
Computer Science · Engineering · #Blockchain Technology Applications and Security #Digital Transformation in Industry #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- On Implementing Autonomous Supply Chains: a Multi-Agent System Approach
2023/10/13 by Liming Xu, Xu, Liming, Stephen Mak +5 · 4 citations
Business, Management and Accounting · #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Sustainable Supply Chain Management
- Agentic LLMs in the Supply Chain: Towards Autonomous Multi-Agent Consensus-Seeking
2024/11/15 by Valeria Jannelli, Jannelli, Valeria, Stefan Schoepf +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)
- Understanding Softmax Confidence and Uncertainty
2021/06/09 by Pearce, Tim, Brintrup, Alexandra, Zhu, Jun · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Data Considerations in Graph Representation Learning for Supply Chain Networks
2021/07/22 by Aziz, Ajmal, Kosasih, Edward Elson, Griffiths, Ryan-Rhys +1 · 1 citation
#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)
- Bayesian autoencoders with uncertainty quantification: Towards trustworthy anomaly detection
2022/02/25 by Yong, Bang Xiang, Brintrup, Alexandra · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Towards Autonomous Supply Chains: Definition, Characteristics, Conceptual Framework, and Autonomy Levels
2023/10/13 by Xu, Liming, Mak, Stephen, Proselkov, Yaniv +1 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Multiagent Systems (cs.MA) #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Multi-Agent Digital Twinning for Collaborative Logistics: Framework and Implementation
2023/09/22 by Liming Xu, Stephen Mak, Xu, Liming +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)
- Leveraging Unsupervised Learning for Cost-Effective Visual Anomaly Detection
2024/09/24 by Zhengyang Ling, Long, Yunbo, Sam Brook +6 · 1 citation
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Imbalanced Data Classification Techniques
- Enhancing Supply Chain Visibility with Generative AI: An Exploratory Case Study on Relationship Prediction in Knowledge Graphs
2024/12/04 by Zheng Ge, Alexandra Brintrup, Zheng, Ge +1 · 1 citation
Business, Management and Accounting · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Computational Engineering #Data Quality and Management #FOS: Computer and information sciences #Finance #and Science (cs.CE)
- EvoEmo: Towards Evolved Emotional Policies for Adversarial LLM Agents in Multi-Turn Price Negotiation
2025/09/04 by Long, Yunbo, Xu, Liming, Beckenbauer, Lukas +2 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- TuneNSearch: a hybrid transfer learning and local search approach for solving vehicle routing problems
2025/03/16 by Corrêa, Arthur, Silva, Cristóvão, Xu, Liming +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Evaluating Inter-Column Logical Relationships in Synthetic Tabular Data Generation
2025/02/06 by Liming Xu, Long, Yunbo, Xu, Liming +2 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies