Edge Association Strategies for Synthetic Data Empowered Hierarchical Federated Learning with Non-IID Data
arxiv.org·1d
👥Digital Twins
Node AI: Powering the Future of Intelligent, Decentralized Computing
dev.to·3h·
Discuss: DEV
📡Edge Computing
Scaling Pinterest ML Infrastructure with Ray: From Training to End-to-End ML Pipelines
medium.com·23h·
Discuss: Hacker News
🏗️AI Infrastructure
Federated Learning from Molecules to Processes: A Perspective
arxiv.org·1d
🧬Precision Fermentation
Behavioral Anomaly Detection in Distributed Systems via Federated Contrastive Learning
arxiv.org·11h
🔬eBPF Monitoring
AdRo-FL: Informed and Secure Client Selection for Federated Learning in the Presence of Adversarial Aggregator
arxiv.org·1d
🏠Self-hosted AI
Machine Learning Fundamentals: active learning
dev.to·22h·
Discuss: DEV
📈Time-series Analytics
Federated Learning With Energy Harvesting Devices: An MDP Framework
arxiv.org·1d
🤝Consensus Algorithms
SPD-CFL: Stepwise Parameter Dropout for Efficient Continual Federated Learning
arxiv.org·1d
🏗️AI Infrastructure
Reproducing U-Net
doubledissent.bearblog.dev·1d·
Discuss: Hacker News
💻Local LLMs
Fast and Distributed Equivariant Graph Neural Networks by Virtual Node Learning
arxiv.org·11h
🏗️AI Infrastructure
FedNAMs: Performing Interpretability Analysis in Federated Learning Context
arxiv.org·1d
💻Local LLMs
A Deep Convolutional Neural Network-Based Novel Class Balancing for Imbalance Data Segmentation
arxiv.org·1d
🏗️AI Infrastructure
Fed-pilot: Optimizing LoRA Allocation for Efficient Federated Fine-Tuning with Heterogeneous Clients
arxiv.org·1d
💻Local LLMs
LLM-driven Medical Report Generation via Communication-efficient Heterogeneous Federated Learning
arxiv.org·1d
💻Local LLMs
DRIFT: Data Reduction via Informative Feature Transformation- Generalization Begins Before Deep Learning starts
arxiv.org·11h
🏗️AI Infrastructure
ECG-SMART-NET: A Deep Learning Architecture for Precise ECG Diagnosis of Occlusion Myocardial Infarction
arxiv.org·11h
🏗️AI Infrastructure
HE-LRM: Encrypted Deep Learning Recommendation Models using Fully Homomorphic Encryption
arxiv.org·1d
💻Local LLMs
Safe Pruning LoRA: Robust Distance-Guided Pruning for Safety Alignment in Adaptation of LLMs
arxiv.org·11h
💻Local LLMs
Biased Teacher, Balanced Student
arxiv.org·1d
💻Local LLMs