Learning a Mahalanobis metric from equivalence constraints

Mathematics

• Learning 100%
• Side Information 93%
• Equivalence 76%
• Metric 72%
• Algorithm Analysis 31%
• Dimensionality Reduction 28%
• Learning Algorithm 25%
• Discriminant 22%
• Clustering 20%
• Maximum Likelihood Estimation 20%
• Covariance matrix 19%
• Human 19%
• Efficient Algorithms 18%
• Evaluation 16%
• Optimization Problem 15%
• Alternatives 13%
• Demonstrate 13%
• Performance 13%
• Form 9%
• Class 6%

Engineering & Materials Science

• Maximum likelihood estimation 63%
• Dimensionality reduction 59%
• Covariance matrix 56%
• Labels 46%
• Learning algorithms 45%