SALSA: Sequential Approximate Leverage-Score Algorithm with Application in Analyzing Big Time Series Data

Ali Eshragh, Luke Yerbury, Asef Nazari +2

We develop a new efficient sequential approximate leverage score algorithm, SALSA, using methods from randomized numerical linear algebra (RandNLA) for large matrices. We demonstra…