Autori: Krejic Natasa
| Naslov | A non-monotone trust-region method with noisy oracles and additional sampling (Article; Early Access) |
| Autori | Krejic Natasa Krklec-Jerinkic Natasa Martinez Angeles Yousefi Mahsa |
| Info | COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, (2024), vol. br. , str. - |
| Projekat | Provincial Secretariat for Higher Education and Scientific Research, Autonomous Province of Vojvodina [7359]; Science Fund of the Republic of Serbia [CUP _ \, E53C22001930001]; INdAM-GNCS; European Union Next-GenerationEU [1.5 - D.D. 1058 23/06/2022, 00000043]; Missione 4 Componente 2, Investimento |
| Ispravka | Web of Science Članak Elečas Rang časopisa Citati: |
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| Naslov | Linear convergence rate analysis of a class of exact first-order distributed methods for weight-balanced time-varying networks and uncoordinated step sizes (Article) |
| Autori | Malaspina Greta  Jakovetic Dusan Krejic Natasa
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| Info | OPTIMIZATION LETTERS, (2024), vol. 18 br. 3, str. 825-846 |
| Projekat | European Union [812912]; Serbian Ministry of Education, Science and Technological Development grant |
| Ispravka | Web of Science Članak Elečas Rang časopisa Citati: |
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| Naslov | Detection of Iterative Adversarial Attacks via Counter Attack (Article) |
| Autori | Rottmann Matthias Maag Kira Peyron Mathis Gottschalk Hanno Krejic Natasa |
| Info | JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, (2023), vol. 198 br. 3, str. 892-929 |
| Projekat | Projekt DEAL; Provincial Secretariat for Higher Education and Scientific Research of Vojvodina [142-451-2593/2021-01/2] |
| Ispravka | Web of Science Članak Elečas Rang časopisa Citati: |
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| Naslov | A split Levenberg-Marquardt method for large-scale sparse problems (Article) |
| Autori | Krejic Natasa Malaspina Greta Swaenen Lense
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| Info | COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, (2023), vol. 85 br. 1, str. 147-179 |
| Ispravka | Web of Science Članak Elečas Rang časopisa Citati: |
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| Naslov | A harmonic framework for stepsize selection in gradient methods (Article) |
| Autori | Ferrandi Giulia Hochstenbach Michiel E Krejic Natasa |
| Info | COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, (2023), vol. 85 br. 1, str. 75-106 |
| Projekat | European Union's Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie grant [812912] |
| Ispravka | Web of Science Članak Elečas Rang časopisa Citati: |
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| Naslov | An inexact restoration-nonsmooth algorithm with variable accuracy for stochastic nonsmooth convex optimization problems in machine learning and stochastic linear complementarity problems (Article) |
| Autori | Krejic Natasa Krklec-Jerinkic Natasa Ostojic Tijana |
| Info | JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, (2023), vol. 423 br. , str. - |
| Projekat | Provincial Secretariat for Higher Education and Scientific Research of Vojvodina; Ministry of Education, Science and Technological Development, Republic of Serbia; [142-451-2593/2021-01/2] |
| Ispravka | Web of Science Članak Elečas Rang časopisa Citati: Web of Science |
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| Naslov | LSOS: Line-Search Second-Order Stochastic Optimization Methods for Nonconvex Finite Sums (Article) |
| Autori | Di Serafino Daniela Krejic Natasa Krklec-Jerinkic Natasa Viola Marco |
| Info | MATHEMATICS OF COMPUTATION, (2023), vol. 92 br. 341, str. 1273-1299 |
| Projekat | Executive Programme of Scientific and Technological Cooperation between the Italian Republic and the Republic of Serbia for years 2019-21 [RS19MO05, 451-03-9/2021-14/200125]; Istituto Nazionale di Alta Matematica - Gruppo Nazionale per ilCalcolo Scientifico (INdAM-GNCS); 2019 V:ALERE Program of the University ofCampania "L. Vanvitelli"; Serbian Academy of Scienceand Arts [F10] |
| Ispravka | Web of Science Članak Elečas Rang časopisa Citati: Web of Science |
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| Naslov | A stochastic first-order trust-region method with inexact restoration for finite-sum minimization (Article) |
| Autori | Bellavia Stefania Krejic Natasa Morini Benedetta Rebegoldi Simone |
| Info | COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, (2023), vol. 84 br. 1, str. 53-84 |
| Projekat | Universita degli Studi di Firenze within the CRUI-CARE Agreement; GNCS of INdAM and partially developed within the Mobility Project: "Second order methods for optimization problems in Machine Learning" [RS19MO05]; Serbian Ministry of Education, Science and Technological Development [451-03-9/2021-14/200125] |
| Ispravka | Web of Science Članak Elečas Rang časopisa Citati: Web of Science Scopus |
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| Naslov | Spectral projected subgradient method for nonsmooth convex optimization problems (Article) |
| Autori | Krejic Natasa Krklec-Jerinkic Natasa Ostojic Tijana |
| Info | NUMERICAL ALGORITHMS, (2023), vol. 93 br. 1, str. 347-365 |
| Projekat | Ministry of Education, Science and Technological Development, Republic of Serbia |
| Ispravka | Web of Science Članak Elečas Rang časopisa Citati: Web of Science Scopus |
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| Naslov | EFIX: Exact fixed point methods for distributed optimization (Article) |
| Autori | Jakovetic Dusan Krejic Natasa Krklec-Jerinkic Natasa |
| Info | JOURNAL OF GLOBAL OPTIMIZATION, (2023), vol. 85 br. 3, str. 637-661 |
| Projekat | Ministry of Education, Science and Technological Development, Republic of Serbia; European Union [871518] |
| Ispravka | Web of Science Članak Elečas Rang časopisa Citati: Web of Science Scopus |
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