The Vendi Score: A Diversity Evaluation Metric for Machine Learning

Keyphrases

• Machine Learning 100%
• Evaluation Metrics 100%
• Diversity Evaluation 100%
• Vendi Scoring 100%
• Generative Models 20%
• Decoding Algorithm 20%
• Similarity Function 20%
• Generative Adversarial Networks 20%
• Generative Modeling 20%
• Eigenvalues 10%
• Labeled Data 10%
• Diversity Measure 10%
• Shannon Entropy 10%
• Quantum Statistical Mechanics 10%
• Similarity Matrix 10%
• Machine Learning Datasets 10%
• Inflexibility 10%
• Mode Collapse 10%
• Measuring Diversity 10%
• Image Processing Algorithm 10%
• Evaluation Challenges 10%
• Dataset Curation 10%

Computer Science

• Evaluation Metric 100%
• Machine Learning 100%
• Learning System 100%
• Decoding Algorithm 40%
• Generative Model 40%
• Generative Adversarial Networks 40%
• Similarity Function 40%
• Interpretability 20%
• Eigenvalue 20%
• Shannon Entropy 20%
• Similarity Matrix 20%