What is Randomized SVD? Few days ago, I happened to come across a question in a forum. Someone was asking for help about how to perform singular value decomposition (SVD) on an extremely large matrix. To sum up, the question was roughly something like following "I have a matrix of size 271520*225. I want to … Continue reading Randomized SVD with Power Iterations for Large Data Matrices