CPU- and GPU-based Distributed Sampling in Dirichlet Process Mixtures for Large-scale Analysis.

Keyphrases

• High Performance 100%
• GPU-based 100%
• Dirichlet Process Mixture Model 100%
• GPU Implementation 100%
• Distributed Sampling 100%
• Dirichlet Process Mixture 100%
• Statistical Software 50%
• In Clustering 50%
• Multiple Machines 50%
• Number of Clusters 50%
• Principled Approach 50%
• Unsupervised Learning 50%
• User-friendly Software 50%
• Model Inference 50%
• Multiple Streams 50%
• High Users 50%
• C + + 50%
• Bayesian Nonparametric Mixture Models 50%
• Clustering Task 50%
• CUD A 50%
• Single Point of Entry 50%
• Python Wrapper 50%
• Sampling-based Inference 50%

Computer Science

• Dirichlet Process 100%
• Software Development Tool 33%
• Unsupervised Learning 33%
• Large Data Set 33%
• Multiple Machine 33%
• Multiple Stream 33%
• Clustering Task 33%
• Inference Model 33%
• Statistical Software Package 33%