Natasa Krklec Jerinkic

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 25

Top Topics

Gradient Method

Optimization Problems

Optimization Methods

Top Venues

Numer. Algorithms

J. Glob. Optim.

Comput. Optim. Appl.

Publications

Natasa Krejic, Natasa Krklec Jerinkic, Angeles Martinez, Mahsa Yousefi
A non-monotone trust-region method with noisy oracles and additional sampling. Comput. Optim. Appl. 89 (1) (2024)
Natasa Krejic, Natasa Krklec Jerinkic, Tijana Ostojic
Spectral projected subgradient method for nonsmooth convex optimization problems. Numer. Algorithms 93 (1) (2023)
Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic
EFIX: Exact fixed point methods for distributed optimization. J. Glob. Optim. 85 (3) (2023)
Natasa Krejic, Natasa Krklec Jerinkic, Tijana Ostojic
An inexact restoration-nonsmooth algorithm with variable accuracy for stochastic nonsmooth convex optimization problems in machine learning and stochastic linear complementarity problems. J. Comput. Appl. Math. 423 (2023)
Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic
A Hessian Inversion-Free Exact Second Order Method for Distributed Consensus Optimization. IEEE Trans. Signal Inf. Process. over Networks 8 (2022)
Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic
A Hessian inversion-free exact second order method for distributed consensus optimization. CoRR (2022)
Daniela di Serafino, Natasa Krejic, Natasa Krklec Jerinkic, Marco Viola
LSOS: Line-search second-order stochastic optimization methods for nonconvex finite sums. Math. Comput. 92 (341) (2022)
Natasa Krejic, Natasa Krklec Jerinkic, Tijana Ostojic
Spectral Projected Subgradient Method for Nonsmooth Convex Optimization Problems. CoRR (2022)
Lidija Fodor, Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic, Srdan Skrbic
Performance evaluation and analysis of distributed multi-agent optimization algorithms with sparsified directed communication. EURASIP J. Adv. Signal Process. 2021 (1) (2021)
Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic, Greta Malaspina, Alessandra Micheletti
Distributed fixed point method for solving systems of linear algebraic equations. Autom. 134 (2021)
Rongjiao Ji, Alessandra Micheletti, Natasa Krklec Jerinkic, Zoranka Desnica
Emotion pattern detection on facial videos using functional statistics. CoRR (2021)
Natasa Krejic, Natasa Krklec Jerinkic, Tijana Ostojic
Minimizing Nonsmooth Convex Functions with Variable Accuracy. CoRR (2021)
Daniela di Serafino, Natasa Krejic, Natasa Krklec Jerinkic, Marco Viola
LSOS: Line-search Second-Order Stochastic optimization methods. CoRR (2020)
Natasa Krklec Jerinkic, Andrea Roznjik
Penalty variable sample size method for solving optimization problems with equality constraints in a form of mathematical expectation. Numer. Algorithms 83 (2) (2020)
Natasa Krklec Jerinkic, Dusan Jakovetic, Natasa Krejic, Dragana Bajovic
Distributed Second-Order Methods With Increasing Number of Working Nodes. IEEE Trans. Autom. Control. 65 (2) (2020)
Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic, Greta Malaspina, Alessandra Micheletti
Distributed Fixed Point Method for Solving Systems of Linear Algebraic Equations. CoRR (2020)
Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic
Spectral-like gradient method for distributed optimization. EUROCON (2019)
Natasa Krejic, Natasa Krklec Jerinkic
Spectral projected gradient method for stochastic optimization. J. Glob. Optim. 73 (1) (2019)
Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic
Exact spectral-like gradient method for distributed optimization. Comput. Optim. Appl. 74 (3) (2019)
Aleksandar Armacki, Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic
Distributed Trust-Region Method With First Order Models. EUROCON (2019)
Natasa Krejic, Natasa Krklec Jerinkic, Andrea Roznjik
Variable sample size method for equality constrained optimization problems. Optim. Lett. 12 (3) (2018)
Dragana Bajovic, Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic
Distributed second order methods with variable number of working nodes. CoRR (2017)
Dragana Bajovic, Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic
Newton-like Method with Diagonal Correction for Distributed Optimization. SIAM J. Optim. 27 (2) (2017)
Dusan Jakovetic, Natasa Krklec Jerinkic, Natasa Krejic, Dragana Bajovic
Distributed first and second order methods with increasing number of working nodes. GlobalSIP (2016)
Dusan Jakovetic, Dragana Bajovic, Natasa Krejic, Natasa Krklec Jerinkic
Distributed Gradient Methods with Variable Number of Working Nodes. IEEE Trans. Signal Process. 64 (15) (2016)
Natasa Krejic, Natasa Krklec Jerinkic
Nonmonotone line search methods with variable sample size. Numer. Algorithms 68 (4) (2015)
Dusan Jakovetic, Dragana Bajovic, Natasa Krejic, Natasa Krklec Jerinkic
Distributed Gradient Methods with Variable Number of Working Nodes. CoRR (2015)
Dragana Bajovic, Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic
Newton-like method with diagonal correction for distributed optimization. CoRR (2015)