| Stochastic higher-order independent component analysis for hyperspectral dimensionality reduction D Lupu, I Necoara, JL Garrett, TA Johansen IEEE Transactions on Computational Imaging 8, 1184-1194, 2022 | 21 | 2022 |
| A comparative study of compressive sensing algorithms for hyperspectral imaging reconstruction JA Justo, D Lupu, M Orlandić, I Necoara, TA Johansen 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop …, 2022 | 11 | 2022 |
| Exact representation and efficient approximations of linear model predictive control laws via HardTanh type deep neural networks D Lupu, I Necoara Systems & Control Letters 186, 105742, 2024 | 5 | 2024 |
| Convergence analysis of stochastic higher-order majorization–minimization algorithms D Lupu, I Necoara Optimization Methods and Software 39 (2), 384-413, 2024 | 4 | 2024 |
| General higher-order majorization-minimization algorithms for (non) convex optimization I Necoara, D Lupu arXiv preprint arXiv:2010.13893, 2020 | 4 | 2020 |
| Quick unsupervised hyperspectral dimensionality reduction for earth observation: a comparison D Lupu, JL Garrett, TA Johansen, M Orlandic, I Necoara arXiv preprint arXiv:2402.16566, 2024 | 2 | 2024 |
| Deep unfolding projected first order methods-based architectures: application to linear model predictive control D Lupu, I Necoara 2023 European Control Conference (ECC), 1-6, 2023 | 2 | 2023 |
| Coordinate projected gradient descent minimization and its application to orthogonal nonnegative matrix factorization F Chorobura, D Lupu, I Necoara 2022 IEEE 61st Conference on Decision and Control (CDC), 6929-6934, 2022 | 2 | 2022 |
| Control of a wastewater treatment process using linear and nonlinear model predictive control LM Ghinea, D Lupu, M Barbu, I Necoara 2023 IEEE 28th International Conference on Emerging Technologies and Factory …, 2023 | 1 | 2023 |
| Fast Coordinate Descent Augmented Lagrangian Methods for linearized MPC LM Ghinea, D Lupu, M Barbu, I Necoara Journal of Control Engineering and Applied Informatics 25 (1), 49-58, 2023 | 1 | 2023 |
| Primal and dual first order methods for SVM: applications to driver monitoring D Lupu, I Necoara 2018 22nd International Conference on System Theory, Control and Computing …, 2018 | 1 | 2018 |
| A Comparative Study of Compressive Sensing Algorithms for Hyperspectral Imaging Reconstruction J Alvarez Justo, D Lupu, M Orlandic, I Necoara, TA Johansen arXiv e-prints, arXiv: 2401.14762, 2024 | | 2024 |
| Dimensionality reduction of hyperspectral images using an ICA-based stochastic second-order optimization algorithm D Lupu, I Necoara, TC Ionescu, L Ghinea, J Garrett, TA Johansen 2023 European Control Conference (ECC), 1-6, 2023 | | 2023 |
| Local linear convergence of stochastic higher-order methods for convex optimization D Lupu, I Necoara 2021 European Control Conference (ECC), 2219-2224, 2021 | | 2021 |
Ion NecoaraProfessor in optimization, University Politehnica Bucharest在 upb.ro 的电子邮件经过验证
