Training Gaussian mixture models at scale via coresets

Computer Science

• Approximation (Algorithm) 100%
• Good Approximation 100%
• Computational Geometry 100%
• Gaussian Mixture Model 100%
• Statistical Estimation 100%
• Generating Process 100%
• Small Data Set 100%
• Complexity Result 100%
• Gaussian Mixture 100%

Keyphrases

• Gaussian Mixture 100%
• Gaussian Mixture Model 100%
• Computationally Intensive 33%
• Model Fitting 33%
• Statistical Estimation 33%
• Approximation Error 33%
• Computational Geometry 33%
• Small Dataset 33%
• Massive Datasets 33%
• Set Size 33%
• Training Time 33%
• Complexity Results 33%
• Combinatorial Complexity 33%
• Mixture Components 33%
• Data Generating Process 33%
• Statistical Mixture Models 33%
• World Data 33%

Mathematics

• Gaussian Distribution 100%
• Gaussian Mixture Model 100%
• Polynomial 33%
• Good Approximation 33%
• Approximation Error 33%
• Real-World Data 33%
• Mixture Model 33%
• Set Size 33%
• Original Data Set 33%