1 citations · 2 across the 3 of their papers we have counts for
3 papers
Automated algorithm design via Nevanlinna-Pick interpolation
Ibrahim K. Ozaslan, Tryphon T. Georgiou, Mihailo R. Jovanovic
The synthesis of optimization algorithms typically follows a design-first-analyze-later approach, which often obscures fundamental performance limitations and hinders the systemati…
From exponential to finite/fixed-time stability: Applications to optimization
Ibrahim K. Ozaslan, Mihailo R. Jovanović
The development of finite/fixed-time stable optimization algorithms typically involves study of specific problem instances. The lack of a unified framework hinders understanding of…
M-IHS: An Accelerated Randomized Preconditioning Method Avoiding Costly Matrix Decompositions
Ibrahim Kurban Ozaslan, Mert Pilanci, Orhan Arikan
Momentum Iterative Hessian Sketch (M-IHS) techniques, a group of solvers for large scale regularized linear Least Squares (LS) problems, are proposed and analyzed in detail. Propos…