An adaptive sampling augmented Lagrangian method for stochastic optimization with deterministic constraints. - Raghu Bollapragada; Cem Karamanli; Brendan Keith; Boyan S. Lazarov; Socratis Petrides; Jingyi Wang (Comput. Math. Appl., 2023)

Central Finite-Difference Based Gradient Estimation Methods for Stochastic Optimization. - Raghu Bollapragada; Cem Karamanli; Stefan M. Wild (WSC, 2024)