ResearchBenchmarksSparse Poisson Regression on Simulated Sparse Poisson Regression Dataset (N=30000, p=2000)Follow-9.71Empirical RiskSGD-10.1512-7.1731-4.195-1.2169Feb 9, 2018Evaluation ResultsMethodMethodLinksEmpirical RiskExpected RiskComputation TimeSGDMini-batch size=10, La...Mini-batch size=10, Lambda=10−12018.02-9.71-9.62116RSPGLambda=10−1Lambda=10−12018.02-0.66-0.66130SGDMini-batch size=1, Lam...Mini-batch size=1, Lambda=10−12018.02-0.559-0.558262SGDMini-batch size=30, La...Mini-batch size=30, Lambda=10−12018.020.6970.697104SGDMini-batch size=50, La...Mini-batch size=50, Lambda=10−12018.021.321.32340