Researchers



Refined By:
Date Issued:  [2020 TO 2025]

Issue DateTitleAuthor(s)TypeМp-cat.
2024AN-SPS: adaptive sample size nonmonotone line search spectral projected subgradient method for convex constrained optimization problemsKrklec Jerinkić, Nataša  ; Ostojić, Tijana  Article
21M21
2023An inexact restoration-nonsmooth algorithm with variable accuracy for stochastic nonsmooth convex optimization problems in machine learning and stochastic linear complementarity problemsKrejić, Natasa  ; Krklec-Jerinkić, Natasa  ; Ostojić, Tijana  Article
21M21
2022Spectral projected subgradient method for nonsmooth convex optimization problemsKrejić Nataša  ; Krklec Jerinkić Nataša  ; Ostojić Tijana  Article
21aM21a
2022EFIX: Exact fixed point methods for distributed optimizationJakovetić Dušan  ; Krejić Nataša  ; Krklec Jerinkić Nataša  Article
21M21
2022A Hessian Inversion-Free Exact Second Order Method for Distributed Consensus OptimizationJakovetić Dušan  ; Krejić Nataša  ; Jerinkic N.K.  Article
21M21
2022LSOS: Line-search second-order stochastic optimization methods for nonconvex finite sumsDaniela di Serafino; Krejić Nataša  ; Krklec Jerinkić Nataša  ; Marco ViolaArticle
21M21
2021Performance evaluation and analysis of distributed multi-agent optimization algorithms with sparsified directed communicationFodor Lidija  ; Jakovetić Dušan  ; Krejić Nataša  ; Krklec Nataša  ; Škrbić Srđan  Article
23M23
2021Distributed fixed point method for solving systems of linear algebraic equationsJakovetić Dušan  ; Krejić Nataša  ; Krklec Jerinkić Nataša  ; Malaspina Greta; Micheletti AlessandraArticle
21aM21a
2020Subsampled inexact Newton methods for minimizing large sums of convex functionsBellavia, Stefania; Krejić, Nataša  ; Krklec Jerinkić, Nataša  Article
21aM21a
2020Distributed Second-Order Methods With Increasing Number of Working NodesKrklec Jerinkić, Nataša  ; Jakovetić, Dušan  ; Krejić, Nataša  ; Bajović, Dragana  Article
21M21
2020Penalty variable sample size method for solving optimization problems with equality constraints in a form of mathematical expectationKrklec Jerinkić, Nataša  ; Rožnjik, Andrea  Article
21aM21a