Efficient Learning with Projected Histograms

Keyphrases

• Histogram 100%
• Efficient Learning 100%
• Random Projection 100%
• Training Data 66%
• Low-dimensional Structures 66%
• Private Settings 66%
• Differentially Private 66%
• Dimensionality Reduction 33%
• Noise Effects 33%
• Management Efficiency 33%
• Classification Accuracy 33%
• Computational Efficiency 33%
• Computing Resources 33%
• Minimal Condition 33%
• Curse of Dimensionality 33%
• Projection-based 33%
• Ill Effects 33%
• Error Convergence 33%
• High-dimensional Learning 33%
• Data-oblivious 33%
• Histogram Construction 33%
• Privacy Budget 33%

Computer Science

• Random Projection 100%
• Training Data 66%
• Dimensional Structure 66%
• Computational Efficiency 33%
• Classification Accuracy 33%
• Computing Resource 33%
• Dimensionality Reduction 33%

Mathematics

• Histogram 100%
• Training Data 66%
• Dimensional Structure 66%
• Dimensionality Reduction 33%
• Curse of Dimensionality 33%
• Convergence Error 33%