Summary of Revisiting Ensembling in One-shot Federated Learning, by Youssef Allouah et al.
Revisiting Ensembling in One-Shot Federated Learningby Youssef Allouah, Akash Dhasade, Rachid Guerraoui, Nirupam Gupta, Anne-Marie…
Summary of Wassffed: Wasserstein Fair Federated Learning, by Zhongxuan Han et al.
WassFFed: Wasserstein Fair Federated Learningby Zhongxuan Han, Li Zhang, Chaochao Chen, Xiaolin Zheng, Fei Zheng,…
Summary of Sketched Adaptive Federated Deep Learning: a Sharp Convergence Analysis, by Zhijie Chen et al.
Sketched Adaptive Federated Deep Learning: A Sharp Convergence Analysisby Zhijie Chen, Qiaobo Li, Arindam BanerjeeFirst…
Summary of Model Partition and Resource Allocation For Split Learning in Vehicular Edge Networks, by Lu Yu et al.
Model Partition and Resource Allocation for Split Learning in Vehicular Edge Networksby Lu Yu, Zheng…
Summary of Federated Llms Fine-tuned with Adaptive Importance-aware Lora, by Yang Su et al.
Federated LLMs Fine-tuned with Adaptive Importance-Aware LoRAby Yang Su, Na Yan, Yansha DengFirst submitted to…
Summary of Using Diffusion Models As Generative Replay in Continual Federated Learning — What Will Happen?, by Yongsheng Mei et al.
Using Diffusion Models as Generative Replay in Continual Federated Learning – What will Happen?by Yongsheng…
Summary of Client Contribution Normalization For Enhanced Federated Learning, by Mayank Kumar Kundalwal et al.
Client Contribution Normalization for Enhanced Federated Learningby Mayank Kumar Kundalwal, Anurag Saraswat, Ishan Mishra, Deepak…
Summary of Federated Split Learning For Human Activity Recognition with Differential Privacy, by Josue Ndeko et al.
Federated Split Learning for Human Activity Recognition with Differential Privacyby Josue Ndeko, Shaba Shaon, Aubrey…
Summary of Tinyml Nlp Approach For Semantic Wireless Sentiment Classification, by Ahmed Y. Radwan et al.
TinyML NLP Approach for Semantic Wireless Sentiment Classificationby Ahmed Y. Radwan, Mohammad Shehab, Mohamed-Slim AlouiniFirst…
Summary of Personalized Hierarchical Split Federated Learning in Wireless Networks, by Md-ferdous Pervej et al.
Personalized Hierarchical Split Federated Learning in Wireless Networksby Md-Ferdous Pervej, Andreas F. MolischFirst submitted to…