Summary of Fed-pilot: Optimizing Lora Assignment For Efficient Federated Foundation Model Fine-tuning, by Zikai Zhang et al.
Fed-piLot: Optimizing LoRA Assignment for Efficient Federated Foundation Model Fine-Tuningby Zikai Zhang, Jiahao Xu, Ping…
Summary of Mixture Of Experts Made Personalized: Federated Prompt Learning For Vision-language Models, by Jun Luo et al.
Mixture of Experts Made Personalized: Federated Prompt Learning for Vision-Language Modelsby Jun Luo, Chen Chen,…
Summary of Improving Accuracy and Convergence Of Federated Learning Edge Computing Methods For Generalized Der Forecasting Applications in Power Grid, by Vineet Jagadeesan Nair et al.
Improving accuracy and convergence of federated learning edge computing methods for generalized DER forecasting applications…
Summary of Fedecado: a Dynamical System Model Of Federated Learning, by Aayushya Agarwal et al.
FedECADO: A Dynamical System Model of Federated Learningby Aayushya Agarwal, Gauri Joshi, Larry PileggiFirst submitted…
Summary of Enhanced Federated Anomaly Detection Through Autoencoders Using Summary Statistics-based Thresholding, by Sofiane Laridi et al.
Enhanced Federated Anomaly Detection Through Autoencoders Using Summary Statistics-Based Thresholdingby Sofiane Laridi, Gregory Palmer, Kam-Ming…
Summary of Adaptive Active Inference Agents For Heterogeneous and Lifelong Federated Learning, by Anastasiya Danilenka et al.
Adaptive Active Inference Agents for Heterogeneous and Lifelong Federated Learningby Anastasiya Danilenka, Alireza Furutanpey, Victor…
Summary of Federated Learning For Data Market: Shapley-ucb For Seller Selection and Incentives, by Kongyang Chen et al.
Federated Learning for Data Market: Shapley-UCB for Seller Selection and Incentivesby Kongyang Chen, Zeming XuFirst…
Summary of Sok: Verifiable Cross-silo Fl, by Aleksei Korneev (cristal et al.
SoK: Verifiable Cross-Silo FLby Aleksei Korneev, Jan RamonFirst submitted to arxiv on: 11 Oct 2024CategoriesMain:…
Summary of The Effect Of Personalization in Fedprox: a Fine-grained Analysis on Statistical Accuracy and Communication Efficiency, by Xin Yu et al.
The Effect of Personalization in FedProx: A Fine-grained Analysis on Statistical Accuracy and Communication Efficiencyby…
Summary of Federated Learning in Practice: Reflections and Projections, by Katharine Daly et al.
Federated Learning in Practice: Reflections and Projectionsby Katharine Daly, Hubert Eichner, Peter Kairouz, H. Brendan…