Optimizing Quantum Federated Learning Based on Federated Quantum Natural Gradient Descent

Keyphrases

• Adagrad 20%
• Circuit-based 20%
• Classification Datasets 20%
• Communication Overhead 40%
• Efficient Optimization 40%
• Fast Convergence Rate 20%
• Federated Learning 20%
• Federated Learning System 40%
• Gradient Method 20%
• Handwritten Digit Recognition 20%
• Learning Model 20%
• Learning-based 100%
• Natural Gradient Descent 100%
• Optimization Algorithm 40%
• Quantum Devices 40%
• Quantum Federated Learning 100%
• Quantum Neural Network 20%
• Stochastic Gradient Algorithm 20%
• Total Communication 20%
• Training Set 20%
• Variational Quantum Circuits 20%

Computer Science

• Communication Overhead 33%
• Convergence Rate 16%
• Fast Convergence 16%
• Federated machine learning 100%
• Gradient Descent 100%
• Gradient Descent Method 16%
• handwritten digit 16%
• Learning Framework 33%
• Neural Network 16%
• Optimization Algorithm 33%
• Quantum Circuit 16%
• Quantum Device 33%
• Quantum Extension 16%
• Stochastic Gradient Descent 16%