Gaussian Sketching yields a J-L Lemma in RKHS

Keyphrases

• Random Projection 100%
• K-means 100%
• Projection Operator 100%
• Kernel Principal Component Analysis 100%
• Convergence Rate 50%
• Random Matrices 50%
• Feature Space 50%
• Data Distribution 50%
• Synthetic Data 50%
• Inner Product 50%
• Covariance Operator 50%
• Low-dimensional Space 50%
• Gram Matrix 50%
• Clustering Applications 50%
• Random Operators 50%
• Map Function 50%

Mathematics

• Gaussian Distribution 100%
• Lindenstrauss 100%
• Projection Operator 66%
• Gram Matrix 66%
• Principal Component Analysis 66%
• Random Matrix 33%
• Dimensional Space 33%
• Synthetic Data 33%
• Convergence Rate 33%
• Covariance Operator 33%
• Data Distribution 33%
• Inner Product 33%
• Feature Space 33%
• K-Means 33%
• Subsample 33%
• Random Operator 33%
• Dimensional Hilbert Space 33%