Kermarrec, Anne-Marie
- Heterogeneous Differential Privacy
2015/04/27 by Alaggan, Mohammad, Gambs, Sébastien, Kermarrec, Anne-Marie · 5 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Repairing Multiple Failures with Coordinated and Adaptive Regenerating\n Codes
2011/02/01 by Anne-Marie Kermarrec, Gilles Straub, Kermarrec, Anne-Marie +3 · 5 citations
Computer Science · #Advanced Data Storage Technologies #Caching and Content Delivery #Distributed #Distributed systems and fault tolerance #FOS: Computer and information sciences #Information Theory (cs.IT) #Parallel #and Cluster Computing (cs.DC)
- Position: Collaborative Agentic AI Needs Interoperability Across Ecosystems
2025/05/25 by Rishi Sharma, Sharma, Rishi, Martijn de Vos +7 · 1 voice · 4 citations
Business, Management and Accounting · Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Collaboration in agile enterprises #FOS: Computer and information sciences #Modular Robots and Swarm Intelligence #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Networking and Internet Architecture (cs.NI) #cs.AI #cs.MA #cs.NI
- Bounds on the Voter Model in Dynamic Networks
2016/03/06 by Berenbrink, Petra, Giakkoupis, George, Kermarrec, Anne-Marie +1 · 2 citations
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
- Refined Convergence and Topology Learning for Decentralized SGD with Heterogeneous Data
2022/04/09 by Bars, Batiste Le, Bellet, Aurélien, Tommasi, Marc +2 · 3 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- D-Cliques: Compensating for Data Heterogeneity with Topology in Decentralized Federated Learning
2021/04/15 by Aurélien Bellet, Anne-Marie Kermarrec, Bellet, Aurélien +3 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Epidemic Learning: Boosting Decentralized Learning with Randomized Communication
2023/10/03 by Martijn de Vos, de Vos, Martijn, Sadegh Farhadkhani +9 · 3 citations
Engineering · Mathematics · Computer Science · #Advanced MIMO Systems Optimization #Statistical Methods and Inference #Distributed Sensor Networks and Detection Algorithms
- Revisiting Ensembling in One-Shot Federated Learning
2024/11/11 by Youssef Allouah, Allouah, Youssef, Akash Dhasade +13 · 3 citations
Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Robust ML Auditing using Prior Knowledge
2025/05/07 by Jade Garcia Bourrée, Bourrée, Jade Garcia, Augustin Godinot +12 · 3 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- Practical Federated Learning without a Server
2025/03/07 by Dhasade, Akash, Kermarrec, Anne-Marie, Lavoie, Erick +3 · 2 citations
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- PeerSwap: A Peer-Sampler with Randomness Guarantees
2024/08/07 by Rachid Guerraoui, Guerraoui, Rachid, Anne-Marie Kermarrec +7 · 1 citation
Computer Science · #Distributed and Parallel Computing Systems
- Leveraging Approximate Caching for Faster Retrieval-Augmented Generation
2025/03/07 by Bergman, Shai, Kermarrec, Anne-Marie, Petrescu, Diana +4 · 1 citation
#Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Performance (cs.PF)