ResearchBenchmarksSparse Poisson Regression on Simulated Sparse Poisson Regression Dataset (N=10000, p=1000)Follow-0.633Empirical RiskRSPG-0.753920.062290.87851.69471Feb 9, 2018Evaluation ResultsMethodMethodLinksEmpirical RiskExpected RiskTimeRSPGLambda=10−1Lambda=10−12018.02-0.633-0.63274.6SGDMini-batch size=1, Lam...Mini-batch size=1, Lambda=10−12018.02-0.411-0.41195.6SGDMini-batch size=10, La...Mini-batch size=10, Lambda=10−12018.020.4830.48372.9SGDMini-batch size=30, La...Mini-batch size=30, Lambda=10−12018.021.531.5371.1SGDMini-batch size=50, La...Mini-batch size=50, Lambda=10−12018.022.392.3970.8