Randomized GPU algorithms for the construction of hierarchical matrices from matrix-vector operations

Computer Science

• Vector Operation 100%
• Rank Approximation 100%
• Randomized Algorithm 100%
• Multiplication Operation 100%
• Machine Learning 50%
• Vector Multiplication 50%
• Arithmetic Intensity 50%
• Large Dense Matrix 50%
• Matrix Multiplication 50%
• Resulting Matrix 50%
• Single Operation 50%
• Low-Rank Representation 50%
• Computation Matrix 50%
• Matrix Vector Product 50%
• Generation Matrix 50%

Keyphrases

• H2-matrix 40%
• Low-rank Update 40%
• Vector Sampling 20%
• Targeting Accuracy 20%
• Matrix Generation 20%
• Nested Basis 20%
• Local Low-rank 20%
• SVD Factorization 20%