Summary of Generative Ai-powered Plugin For Robust Federated Learning in Heterogeneous Iot Networks, by Youngjoon Lee et al.
Generative AI-Powered Plugin for Robust Federated Learning in Heterogeneous IoT Networksby Youngjoon Lee, Jinu Gong,…
Summary of Local Superior Soups: a Catalyst For Model Merging in Cross-silo Federated Learning, by Minghui Chen et al.
Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learningby Minghui Chen, Meirui…
Summary of Communication-efficient Federated Learning Over Wireless Channels Via Gradient Sketching, by Vineet Sunil Gattani et al.
Communication-Efficient Federated Learning over Wireless Channels via Gradient Sketchingby Vineet Sunil Gattani, Junshan Zhang, Gautam…
Summary of Exploring Gradient Subspaces: Addressing and Overcoming Lora’s Limitations in Federated Fine-tuning Of Large Language Models, by Navyansh Mahla et al.
Exploring Gradient Subspaces: Addressing and Overcoming LoRA’s Limitations in Federated Fine-Tuning of Large Language Modelsby…
Summary of Towards Robust and Efficient Federated Low-rank Adaptation with Heterogeneous Clients, by Jabin Koo et al.
Towards Robust and Efficient Federated Low-Rank Adaptation with Heterogeneous Clientsby Jabin Koo, Minwoo Jang, Jungseul…
Summary of Federated Ucbvi: Communication-efficient Federated Regret Minimization with Heterogeneous Agents, by Safwan Labbi et al.
Federated UCBVI: Communication-Efficient Federated Regret Minimization with Heterogeneous Agentsby Safwan Labbi, Daniil Tiapkin, Lorenzo Mancini,…
Summary of Copra: a Progressive Lora Training Strategy, by Zhan Zhuang et al.
CopRA: A Progressive LoRA Training Strategyby Zhan Zhuang, Xiequn Wang, Yulong Zhang, Wei Li, Yu…
Summary of Fisc: Federated Domain Generalization Via Interpolative Style Transfer and Contrastive Learning, by Dung Thuy Nguyen et al.
FISC: Federated Domain Generalization via Interpolative Style Transfer and Contrastive Learningby Dung Thuy Nguyen, Taylor…
Summary of Byzantine-robust Federated Learning: An Overview with Focus on Developing Sybil-based Attacks to Backdoor Augmented Secure Aggregation Protocols, by Atharv Deshmukh
Byzantine-Robust Federated Learning: An Overview With Focus on Developing Sybil-based Attacks to Backdoor Augmented Secure…
Summary of Vertical Federated Learning with Missing Features During Training and Inference, by Pedro Valdeira and Shiqiang Wang and Yuejie Chi
Vertical Federated Learning with Missing Features During Training and Inferenceby Pedro Valdeira, Shiqiang Wang, Yuejie…