Necdet S. Aybat

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 6

Top Topics

Alternating Direction

Chance Constraints

Augmented Lagrangian

Semidefinite Programming

Top Venues

Publications

Erfan Yazdandoost Hamedani, Afrooz Jalilzadeh, Necdet S. Aybat
Randomized Primal-Dual Methods with Adaptive Step Sizes. AISTATS (2023)
Mahmoud E. Ashour, Constantino M. Lagoa, Necdet S. Aybat
Lp Quasi-norm Minimization. ACSSC (2019)
Jingyao Wang, Mahmoud E. Ashour, Constantino Lagoa, Necdet S. Aybat, Hao Che, Zhisheng Duan
Non-concave network utility maximization in connectionless networks: A fully distributed traffic allocation algorithm. ACC (2017)
Necdet S. Aybat, Zi Wang, Garud Iyengar
An Asynchronous Distributed Proximal Gradient Method for Composite Convex Optimization. ICML (2015)
Ashkan M. Jasour, Necdet S. Aybat, Constantino M. Lagoa
Semidefinite Programming For Chance Constrained Optimization Over Semialgebraic Sets. SIAM J. Optim. 25 (3) (2015)
Necdet S. Aybat, Garud Iyengar
An alternating direction method with increasing penalty for stable principal component pursuit. Comput. Optim. Appl. 61 (3) (2015)
Necdet S. Aybat, Zi Wang
A parallel method for large scale convex regression problems. CDC (2014)
Necdet S. Aybat, Garud Iyengar
A unified approach for minimizing composite norms. Math. Program. 144 (1-2) (2014)
Necdet S. Aybat, Garud Iyengar
A First-Order Augmented Lagrangian Method for Compressed Sensing. SIAM J. Optim. 22 (2) (2012)
Necdet S. Aybat, Garud Iyengar
A First-Order Smoothed Penalty Method for Compressed Sensing. SIAM J. Optim. 21 (1) (2011)