Tag: federated learning

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Navigating Privacy and Fairness Tradeoffs in Federated Learning

Computer Science, Machine Learning

Navigating Privacy and Fairness Tradeoffs in Federated Learning

November 30, 2023

Federated Model Distillation with Noise-Free Differential Privacy for Text and Image Classification Tasks

Computer Science, Distributed, Parallel, and Cluster Computing

Federated Model Distillation with Noise-Free Differential Privacy for Text and Image Classification Tasks

November 30, 2023

Differential Privacy-based Federated Learning Attacks: A Comprehensive Review

Computer Science, Machine Learning

Differential Privacy-based Federated Learning Attacks: A Comprehensive Review

November 30, 2023

Sharing Models Without Sharing Data: A Review of Federated Learning Approaches

Computer Science, Machine Learning

Sharing Models Without Sharing Data: A Review of Federated Learning Approaches

November 30, 2023

Mixed-Precision Quantization for Federated Learning on Resource-Constrained Heterogeneous Devices.

Computer Science, Machine Learning

Mixed-Precision Quantization for Federated Learning on Resource-Constrained Heterogeneous Devices.

November 29, 2023

Improving Search Quality with Multimodal Embeddings and Federated Learning

Computer Science, Computer Vision and Pattern Recognition

Improving Search Quality with Multimodal Embeddings and Federated Learning

November 29, 2023