Subsampled Optimization: Statistical Guarantees, Mean Squared Error Approximation, and Sampling Method

no code implementations • 10 Apr 2018 • Rong Zhu, Jiming Jiang

For optimization on large-scale data, exactly calculating its solution may be computationally difficulty because of the large size of the data.