Manifold Learning: Dimensionality Reduction and High Dimensional Data Reconstruction via Dictionary Learning

Engineering

• Closed Form Solution 10%
• Conducted Experiment 10%
• Dictionary Learning 100%
• Dimensional Data 100%
• Dimensional Space 20%
• Dimensionality 100%
• Input Data 10%
• Output Data 10%
• Reconstruction Problem 10%
• Sparse Coding 10%

Computer Science

• Dictionary Learning 100%
• Dimensional Space 10%
• Dimensionality Reduction 100%
• High Dimensional Data 100%
• Lower Dimensional Space 10%
• Reconstruction Problem 10%
• Reduction Algorithm 30%
• Synthetic Datasets 10%
• Training Sample 10%