Natasa Krklec Jerinkic

According to our database, Natasa Krklec Jerinkic authored at least 24 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

A non-monotone trust-region method with noisy oracles and additional sampling.

Natasa Krejic, Natasa Krklec Jerinkic, Angeles Martinez, Mahsa Yousefi

Comput. Optim. Appl., September, 2024

2023

Spectral projected subgradient method for nonsmooth convex optimization problems.

Natasa Krejic, Natasa Krklec Jerinkic, Tijana Ostojic

Numer. Algorithms, May, 2023

EFIX: Exact fixed point methods for distributed optimization.

Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic

J. Glob. Optim., March, 2023

An inexact restoration-nonsmooth algorithm with variable accuracy for stochastic nonsmooth convex optimization problems in machine learning and stochastic linear complementarity problems.

Natasa Krejic, Natasa Krklec Jerinkic, Tijana Ostojic

J. Comput. Appl. Math., 2023

2022

LSOS: Line-search second-order stochastic optimization methods for nonconvex finite sums.

Daniela di Serafino, Natasa Krejic, Natasa Krklec Jerinkic, Marco Viola

Math. Comput., November, 2022

A Hessian Inversion-Free Exact Second Order Method for Distributed Consensus Optimization.

Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic

IEEE Trans. Signal Inf. Process. over Networks, 2022

2021

Performance evaluation and analysis of distributed multi-agent optimization algorithms with sparsified directed communication.

Lidija Fodor, Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic, Srdan Skrbic

EURASIP J. Adv. Signal Process., 2021

Minimizing Nonsmooth Convex Functions with Variable Accuracy.

Natasa Krejic, Natasa Krklec Jerinkic, Tijana Ostojic

CoRR, 2021

Emotion pattern detection on facial videos using functional statistics.

Rongjiao Ji, Alessandra Micheletti, Natasa Krklec Jerinkic, Zoranka Desnica

CoRR, 2021

Distributed fixed point method for solving systems of linear algebraic equations.

Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic, Greta Malaspina, Alessandra Micheletti

Autom., 2021

2020

Distributed Second-Order Methods With Increasing Number of Working Nodes.

Natasa Krklec Jerinkic, Dusan Jakovetic, Natasa Krejic, Dragana Bajovic

IEEE Trans. Autom. Control., 2020

Penalty variable sample size method for solving optimization problems with equality constraints in a form of mathematical expectation.

Natasa Krklec Jerinkic, Andrea Roznjik

Numer. Algorithms, 2020

LSOS: Line-search Second-Order Stochastic optimization methods.

Daniela di Serafino, Natasa Krejic, Natasa Krklec Jerinkic, Marco Viola

CoRR, 2020

2019

Spectral projected gradient method for stochastic optimization.

Natasa Krejic, Natasa Krklec Jerinkic

J. Glob. Optim., 2019

Exact spectral-like gradient method for distributed optimization.

Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic

Comput. Optim. Appl., 2019

Spectral-like gradient method for distributed optimization.

Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic

Proceedings of the IEEE EUROCON 2019, 2019

Distributed Trust-Region Method With First Order Models.

Aleksandar Armacki, Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic

Proceedings of the IEEE EUROCON 2019, 2019

2018

Variable sample size method for equality constrained optimization problems.

Natasa Krejic, Natasa Krklec Jerinkic, Andrea Roznjik

Optim. Lett., 2018

2017

Newton-like Method with Diagonal Correction for Distributed Optimization.

Dragana Bajovic, Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic

SIAM J. Optim., 2017

Distributed second order methods with variable number of working nodes.

Dragana Bajovic, Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic

CoRR, 2017

2016

Distributed Gradient Methods with Variable Number of Working Nodes.

Dusan Jakovetic, Dragana Bajovic, Natasa Krejic, Natasa Krklec Jerinkic

IEEE Trans. Signal Process., 2016

Distributed first and second order methods with increasing number of working nodes.

Dusan Jakovetic, Natasa Krklec Jerinkic, Natasa Krejic, Dragana Bajovic

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

2015

Nonmonotone line search methods with variable sample size.

Natasa Krejic, Natasa Krklec Jerinkic

Numer. Algorithms, 2015

2013

Line search methods with variable sample size for unconstrained optimization.

Natasa Krejic, Natasa Krklec

J. Comput. Appl. Math., 2013