ResearchBenchmarksSparse Poisson Regression on Simulated Sparse Poisson Regression Dataset (N=30000, p=1000)Follow-4.56Empirical RiskSGD-4.78092-3.28971-1.7985-0.30729Feb 9, 2018Evaluation ResultsMethodMethodLinksEmpirical RiskExpected RiskTimeSGDMini-batch size=10, La...Mini-batch size=10, Lambda=10−12018.02-4.56-4.579.6RSPGLambda=10−1Lambda=10−12018.02-0.64-0.63978.1SGDMini-batch size=1, Lam...Mini-batch size=1, Lambda=10−12018.02-0.483-0.482148SGDMini-batch size=30, La...Mini-batch size=30, Lambda=10−12018.020.5630.56373.7SGDMini-batch size=50, La...Mini-batch size=50, Lambda=10−12018.020.9630.963238