Nonconvex alternating direction method of multipliers for distributed sparse principal component analysis

Earth and Planetary Sciences

• Algorithms 100%
• Data Set 66%
• Datum 66%
• Effectiveness 33%
• Experiment 33%
• Formulation 33%
• Multiplier 100%
• Norm 33%
• Penalty 33%
• Principal Components Analysis 100%
• Shape 33%
• Sum 33%

Mathematics

• Alternating Direction Method of Multipliers 100%
• Converges 33%
• Data Set 66%
• Distributed Data 33%
• Matrix 33%
• Numerical Experiment 33%
• Partition 66%
• Principal Component Analysis 100%
• Real Data 33%
• Stationary Solution 33%
• Synthetic Data 33%

Computer Science

• Algorithms 66%
• Alternating Direction Method of Multipliers 100%
• Component Analysis 100%
• Data Matrix 33%
• Data Partition 33%
• Distributed Algorithm 33%
• High-Performance Computing 33%
• Principal Component 100%
• Stationary Solution 33%
• Synthetic Data 33%