Transfer Learning for Quantum Classifiers: An Information-Theoretic Generalization Analysis

Keyphrases

• Information Theory 100%
• Transfer Learning 100%
• Generalization Analysis 100%
• Quantum Classifier 100%
• Quantum Embedding 100%
• Optimality Gap 66%
• Classification Task 33%
• Complexity Measures 33%
• Machine Learning Models 33%
• Similarity Measure 33%
• Binary Classification 33%
• Mutual Information 33%
• Learning Settings 33%
• Excess Risk 33%
• Quantum Machine Learning 33%
• Average Excess 33%
• Quantum State 33%
• Parametric Quantum Circuits 33%
• Circuit Mapping 33%
• Pre-trained Based 33%
• Quantum Classification 33%
• Trace Distance 33%

Computer Science

• Transfer Learning 100%
• Classification Task 50%
• Mutual Information 50%
• Binary Classification 50%
• Quantum Machine Learning 50%
• Quantum Circuit 50%
• Operating Model 50%
• Measure of Complexity 50%
• Trace Distance 50%