Zec, Edvin Listo

1. Decentralized federated learning of deep neural networks on non-iid data
   2021/07/18 by Noa Onoszko, Gustav Karlsson, Onoszko, Noa +5 · 4 citations
   Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Age of Information Optimization
2. Specialized federated learning using a mixture of experts
   2020/10/05 by Zec, Edvin Listo, Mogren, Olof, Martinsson, John +2 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Scaling Federated Learning for Fine-tuning of Large Language Models
   2021/02/01 by Hilmkil, Agrin, Callh, Sebastian, Barbieri, Matteo +3 · 3 citations
   #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
4. Overcoming label shift with target-aware federated learning
   2024/11/06 by Edvin Listo Zec, Adam Breitholtz, Zec, Edvin Listo +3 · 4 citations
   Social Sciences · #Arabic Language Education Studies #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Decentralized adaptive clustering of deep nets is beneficial for client collaboration
   2022/06/17 by Zec, Edvin Listo, Ekblom, Ebba, Willbo, Martin +2 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. EFFGAN: Ensembles of fine-tuned federated GANs
   2022/06/23 by Ebba Ekblom, Ekblom, Ebba, Edvin Listo Zec +3 · 1 citation
   Computer Science · Medicine · #AI in cancer detection #Advanced Neural Network Applications #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Impacts of Color and Texture Distortions on Earth Observation Data in Deep Learning
   2024/03/07 by Martin Willbo, Aleksis Pirinen, Willbo, Martin +9 · 1 citation
   Computer Science · Earth and Planetary Sciences · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geological Modeling and Analysis #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Remote-Sensing Image Classification
8. On the effects of similarity metrics in decentralized deep learning under distributional shift
   2024/09/16 by Edvin Listo Zec, Zec, Edvin Listo, Tom Hagander +5 · 1 citation
   Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Opinion Dynamics and Social Influence