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ORCIDNatasa Krklec Jerinkic
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2020 – today
- 2024
[j17]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): 247-278 (2024)- 2023
- [j16]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: 114943 (2023) - [j15]Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic:
EFIX: Exact fixed point methods for distributed optimization. J. Glob. Optim. 85(3): 637-661 (2023) - [j14]Natasa Krejic, Natasa Krklec Jerinkic, Tijana Ostojic:
Spectral projected subgradient method for nonsmooth convex optimization problems. Numer. Algorithms 93(1): 347-365 (2023) - 2022
- [j13]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): 1273-1299 (2022) - [j12]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: 755-770 (2022) - [i9]Natasa Krejic, Natasa Krklec Jerinkic, Tijana Ostojic:
Spectral Projected Subgradient Method for Nonsmooth Convex Optimization Problems. CoRR abs/2203.12681 (2022) - [i8]Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic:
A Hessian inversion-free exact second order method for distributed consensus optimization. CoRR abs/2204.02690 (2022) - 2021
- [j11]Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic, Greta Malaspina, Alessandra Micheletti:
Distributed fixed point method for solving systems of linear algebraic equations. Autom. 134: 109924 (2021) - [j10]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): 25 (2021) - [i7]Rongjiao Ji, Alessandra Micheletti, Natasa Krklec Jerinkic, Zoranka Desnica:
Emotion pattern detection on facial videos using functional statistics. CoRR abs/2103.00844 (2021) - [i6]Natasa Krejic, Natasa Krklec Jerinkic, Tijana Ostojic:
Minimizing Nonsmooth Convex Functions with Variable Accuracy. CoRR abs/2103.13651 (2021) - 2020
- [j9]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): 701-718 (2020) - [j8]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): 846-853 (2020) - [i5]Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic, Greta Malaspina, Alessandra Micheletti:
Distributed Fixed Point Method for Solving Systems of Linear Algebraic Equations. CoRR abs/2001.03968 (2020) - [i4]Daniela di Serafino, Natasa Krejic, Natasa Krklec Jerinkic, Marco Viola:
LSOS: Line-search Second-Order Stochastic optimization methods. CoRR abs/2007.15966 (2020)
2010 – 2019
- 2019
- [j7]Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic:
Exact spectral-like gradient method for distributed optimization. Comput. Optim. Appl. 74(3): 703-728 (2019) - [j6]Natasa Krejic, Natasa Krklec Jerinkic:
Spectral projected gradient method for stochastic optimization. J. Glob. Optim. 73(1): 59-81 (2019) - [c3]Aleksandar Armacki, Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic:
Distributed Trust-Region Method With First Order Models. EUROCON 2019: 1-6 - [c2]Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic:
Spectral-like gradient method for distributed optimization. EUROCON 2019: 1-5 - 2018
- [j5]Natasa Krejic, Natasa Krklec Jerinkic, Andrea Roznjik:
Variable sample size method for equality constrained optimization problems. Optim. Lett. 12(3): 485-497 (2018) - 2017
- [j4]Dragana Bajovic, Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic:
Newton-like Method with Diagonal Correction for Distributed Optimization. SIAM J. Optim. 27(2): 1171-1203 (2017) - [i3]Dragana Bajovic, Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic:
Distributed second order methods with variable number of working nodes. CoRR abs/1709.01307 (2017) - 2016
- [j3]Dusan Jakovetic, Dragana Bajovic, Natasa Krejic, Natasa Krklec Jerinkic:
Distributed Gradient Methods with Variable Number of Working Nodes. IEEE Trans. Signal Process. 64(15): 4080-4095 (2016) - [c1]Dusan Jakovetic, Natasa Krklec Jerinkic, Natasa Krejic, Dragana Bajovic:
Distributed first and second order methods with increasing number of working nodes. GlobalSIP 2016: 480-484 - 2015
- [j2]Natasa Krejic, Natasa Krklec Jerinkic:
Nonmonotone line search methods with variable sample size. Numer. Algorithms 68(4): 711-739 (2015) - [i2]Dusan Jakovetic, Dragana Bajovic, Natasa Krejic, Natasa Krklec Jerinkic:
Distributed Gradient Methods with Variable Number of Working Nodes. CoRR abs/1504.04049 (2015) - [i1]Dragana Bajovic, Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic:
Newton-like method with diagonal correction for distributed optimization. CoRR abs/1509.01703 (2015) - 2013
- [j1]Natasa Krejic, Natasa Krklec:
Line search methods with variable sample size for unconstrained optimization. J. Comput. Appl. Math. 245: 213-231 (2013)
Coauthor Index
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