Ion Necoara
- Linear convergence of first order methods for non-strongly convex optimization
2018/01/22 by Ion Necoara, I. Necoara, Yu. Nesterov +2 · 17 citations
Engineering · Computer Science · Mathematics · #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Advanced Optimization Algorithms Research
- Rate Analysis of Inexact Dual First-Order Methods Application to Dual Decomposition
2014/01/31 by Ion Necoara, Valentin Nedelcu · 3 citations
Engineering · Mathematics · Computer Science · #Advanced Control Systems Optimization #Advanced Optimization Algorithms Research #Optimization and Variational Analysis
- A random coordinate descent algorithm for optimization problems with\n composite objective function and linear coupled constraints
2013/02/13 by Ion Necoara, Andrei Pătraşcu, Necoara, Ion +1 · 1 citation
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Efficient random coordinate descent algorithms for large-scale structured nonconvex optimization
2013/05/17 by Andrei Pătraşcu, Patrascu, A., Ion Necoara +1 · 1 citation
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Adaptive inexact fast augmented Lagrangian methods for constrained convex optimization
2015/05/12 by Andrei Pătraşcu, Patrascu, Andrei, Ion Necoara +3 · 1 citation
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Variational Analysis #Sparse and Compressive Sensing Techniques
- Convergence rates for an inexact linearized ADMM for nonsmooth nonconvex optimization with nonlinear equality constraints
2025/03/02 by Lahcen El Bourkhissi, Ion Necoara, Bourkhissi, Lahcen El +1 · 2 citations
Computer Science · #Optimization and Variational Analysis #Distributed Control Multi-Agent Systems
- Nonasymptotic convergence of stochastic proximal point algorithms for constrained convex optimization
2017/06/20 by Andrei Pătraşcu, Ion Necoara, Patrascu, Andrei +1 · 1 citation
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Complexity of Linearized Perturbed Augmented Lagrangian Methods for Nonsmooth Nonconvex Optimization with Nonlinear Equality Constraints
2025/03/02 by Lahcen El Bourkhissi, Ion Necoara, Bourkhissi, Lahcen El +5 · 1 citation
Mathematics · Computer Science · #Differential Equations and Numerical Methods #Advanced Optimization Algorithms Research #Optimization and Variational Analysis
- Random block coordinate descent methods for linearly constrained optimization over networks
2015/04/23 by Ion Necoara, Necoara, I., Yu. Nesterov +3 · 1 citation
Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Distributed Control Multi-Agent Systems