| 2025-03-28 |
FLIP: Towards Comprehensive and Reliable Evaluation of Federated Prompt Learning |
Dongping Liao et.al. |
2503.22263v1 |
null |
| 2025-03-28 |
Route-and-Aggregate Decentralized Federated Learning Under Communication Errors |
Weicai Li et.al. |
2503.22186v1 |
null |
| 2025-03-28 |
Federated Intrusion Detection System Based on Unsupervised Machine Learning |
Maxime Gourceyraud et.al. |
2503.22065v1 |
null |
| 2025-03-28 |
Multi-Task Semantic Communications via Large Models |
Wanli Ni et.al. |
2503.22064v1 |
null |
| 2025-03-27 |
The Potential of the SPHEREx Mission for Characterizing PAH 3.3 μm Emission in Nearby Galaxies |
Edward Zhang et.al. |
2503.21876v1 |
null |
| 2025-03-27 |
Energy Minimization for Participatory Federated Learning in IoT Analyzed via Game Theory |
Alessandro Buratto et.al. |
2503.21722v1 |
null |
| 2025-03-27 |
Provable Reduction in Communication Rounds for Non-Smooth Convex Federated Learning |
Karlo Palenzuela et.al. |
2503.21627v1 |
null |
| 2025-03-27 |
Federated Intelligence: When Large AI Models Meet Federated Fine-Tuning and Collaborative Reasoning at the Network Edge |
Wanli Ni et.al. |
2503.21412v1 |
null |
| 2025-03-27 |
Electronic structure of the CuO monolayer in the paramagnetic phase considering the Coulomb interactions |
I. A. Makarov et.al. |
2503.21389v1 |
null |
| 2025-03-27 |
Improving $(α, f)$-Byzantine Resilience in Federated Learning via layerwise aggregation and cosine distance |
Mario García-Márquez et.al. |
2503.21244v1 |
null |
| 2025-03-27 |
A Theoretical Framework for Distribution-Aware Dataset Search |
Aryan Esmailpour et.al. |
2503.21235v1 |
null |
| 2025-03-27 |
Resource-Efficient Federated Fine-Tuning Large Language Models for Heterogeneous Data |
Jun Liu et.al. |
2503.21213v1 |
null |
| 2025-03-27 |
Multi-Objective Optimization for Privacy-Utility Balance in Differentially Private Federated Learning |
Kanishka Ranaweera et.al. |
2503.21159v1 |
null |
| 2025-03-27 |
Federated Learning with Differential Privacy: An Utility-Enhanced Approach |
Kanishka Ranaweera et.al. |
2503.21154v1 |
null |
| 2025-03-27 |
AskSport: Web Application for Sports Question-Answering |
Enzo B Onofre et.al. |
2503.21067v1 |
null |
| 2025-03-26 |
TS-Inverse: A Gradient Inversion Attack Tailored for Federated Time Series Forecasting Models |
Caspar Meijer et.al. |
2503.20952v1 |
link |
| 2025-03-26 |
Robust Federated Learning Against Poisoning Attacks: A GAN-Based Defense Framework |
Usama Zafar et.al. |
2503.20884v1 |
link |
| 2025-03-26 |
An Empirical Study of the Impact of Federated Learning on Machine Learning Model Accuracy |
Haotian Yang et.al. |
2503.20768v2 |
null |
| 2025-03-26 |
Convergence Theory of Flexible ALADIN for Distributed Optimization |
Xu Du et.al. |
2503.20716v1 |
null |
| 2025-03-26 |
ProFed: a Benchmark for Proximity-based non-IID Federated Learning |
Davide Domini et.al. |
2503.20618v1 |
null |
| 2025-03-26 |
MedSegNet10: A Publicly Accessible Network Repository for Split Federated Medical Image Segmentation |
Chamani Shiranthika et.al. |
2503.20830v1 |
null |
| 2025-03-26 |
AIGC-assisted Federated Learning for Edge Intelligence: Architecture Design, Research Challenges and Future Directions |
Xianke Qiang et.al. |
2503.20166v1 |
null |
| 2025-03-26 |
Unlocking the Value of Decentralized Data: A Federated Dual Learning Approach for Model Aggregation |
Junyi Zhu et.al. |
2503.20138v1 |
null |
| 2025-03-25 |
From Interpretation to Correction: A Decentralized Optimization Framework for Exact Convergence in Federated Learning |
Bicheng Ying et.al. |
2503.20117v1 |
null |
| 2025-03-25 |
Federated Learning: A new frontier in the exploration of multi-institutional medical imaging data |
Dominika Ciupek et.al. |
2503.20107v1 |
null |
| 2025-03-25 |
A proposal for an incident regime that tracks and counters threats to national security posed by AI systems |
Alejandro Ortega et.al. |
2503.19887v1 |
null |
| 2025-03-25 |
RCC-PFL: Robust Client Clustering under Noisy Labels in Personalized Federated Learning |
Abdulmoneam Ali et.al. |
2503.19886v1 |
null |
| 2025-03-25 |
AIGC-assisted Federated Learning for Vehicular Edge Intelligence: Vehicle Selection, Resource Allocation and Model Augmentation |
Xianke Qiang et.al. |
2503.19676v1 |
null |
| 2025-03-25 |
FedMM-X: A Trustworthy and Interpretable Framework for Federated Multi-Modal Learning in Dynamic Environments |
Sree Bhargavi Balija et.al. |
2503.19564v1 |
null |
| 2025-03-25 |
Noise Resilient Over-The-Air Federated Learning In Heterogeneous Wireless Networks |
Zubair Shaban et.al. |
2503.19549v1 |
null |