Richard H. Byrd, Gillian M. Chin, Jorge Nocedal, Yuchen Wu. Sample size selection in optimization methods for machine learning. Math. Program., 134(1):127-155, 2012. [doi]
@article{ByrdCNW12, title = {Sample size selection in optimization methods for machine learning}, author = {Richard H. Byrd and Gillian M. Chin and Jorge Nocedal and Yuchen Wu}, year = {2012}, doi = {10.1007/s10107-012-0572-5}, url = {http://dx.doi.org/10.1007/s10107-012-0572-5}, researchr = {https://researchr.org/publication/ByrdCNW12}, cites = {0}, citedby = {0}, journal = {Math. Program.}, volume = {134}, number = {1}, pages = {127-155}, }