Fast and Accurate Least-Mean-Squares Solvers for High Dimensional Data

Keyphrases

• Least Mean Square 100%
• High-dimensional Data 100%
• Weighted Sums 33%
• Open Source Code 33%
• Novel Paradigm 33%
• Large Values 33%
• Finite Sets 33%
• Fast Construction 33%
• X100 33%
• Machine Learning Problems 33%
• Summarization Technique 33%
• Scikit-learn 33%
• Ridge Regression 33%
• Matrix Factorization 33%
• Real Return 33%
• Data Summarization 33%
• Linear Ridges 33%
• Constructive Proof 33%
• Positive Weights 33%
• Real Vectors 33%
• Carathéodory's Theorem 33%

Mathematics

• Mean Square 100%
• Dimensional Data 100%
• Matrix (Mathematics) 33%
• Ridge Regression 33%
• Building Block 33%
• Caratheodory Theorem 33%
• Weighted Sum 33%
• Finite Set 33%
• Distributed Data 33%
• Factorization 33%
• Constructive Proof 33%
• Real Vector 33%
• Data Streaming 33%

Computer Science

• High Dimensional Data 100%
• Least-Mean-Square Algorithm 100%
• Building-Blocks 33%
• Experimental Result 33%
• Open Source Code 33%
• Constructive Proof 33%
• Ridge Regression 33%
• Matrix Factorization 33%
• Learning Problem 33%
• Positive Weight 33%
• Machine Learning 33%
• Learning System 33%