Range-Net: A High Precision Streaming SVD for Big Data Applications

Gurpreet Singh, Soumyajit Gupta, Matthew Lease +1

In a Big Data setting computing the dominant SVD factors is restrictive due to the main memory requirements. Recently introduced streaming Randomized SVD schemes work under the res…