1 citations · 2 across the 2 of their papers we have counts for
2 papers
math.OC2021★ 1 cited
Constrained Optimization in the Presence of Noise
Figen Oztoprak, Richard Byrd, Jorge Nocedal
The problem of interest is the minimization of a nonlinear function subject to nonlinear equality constraints using a sequential quadratic programming (SQP) method. The minimizatio…
stat.ML2015★ 1 cited
HAMSI: A Parallel Incremental Optimization Algorithm Using Quadratic Approximations for Solving Partially Separable Problems
Kamer Kaya, Figen Öztoprak, Ş. İlker Birbil +5
We propose HAMSI (Hessian Approximated Multiple Subsets Iteration), which is a provably convergent, second order incremental algorithm for solving large-scale partially separable o…