Daniela Lupu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Nonnegative Matrix

Neighborhood Preserving

Predictive Control

Top Venues

Publications

Daniela Lupu, Ion Necoara
Exact representation and efficient approximations of linear model predictive control laws via HardTanh type deep neural networks. Syst. Control. Lett. 186 (2024)
Daniela Lupu, Ion Necoara
Convergence analysis of stochastic higher-order majorization-minimization algorithms. Optim. Methods Softw. 39 (2) (2024)
Jon Álvarez Justo, Daniela Lupu, Milica Orlandic, Ion Necoara, Tor Arne Johansen
A Comparative Study of Compressive Sensing Algorithms for Hyperspectral Imaging Reconstruction. CoRR (2024)
Daniela Lupu, Ion Necoara
Deep unfolding projected first order methods-based architectures: application to linear model predictive control. ECC (2023)
Liliana Maria Ghinea, Daniela Lupu, Marian Barbu, Ion Necoara
Control of a wastewater treatment process using linear and nonlinear model predictive control. ETFA (2023)
Daniela Lupu, Ion Necoara, Tudor C. Ionescu, Liliana Maria Ghinea, Joseph L. Garrett, Tor Arne Johansen
Dimensionality reduction of hyperspectral images using an ICA-based stochastic second-order optimization algorithm. ECC (2023)
Flávia Chorobura, Daniela Lupu, Ion Necoara
Coordinate projected gradient descent minimization and its application to orthogonal nonnegative matrix factorization. CDC (2022)
Daniela Lupu, Ion Necoara, Joseph L. Garrett, Tor Arne Johansen
Stochastic Higher-Order Independent Component Analysis for Hyperspectral Dimensionality Reduction. IEEE Trans. Computational Imaging 8 (2022)
Jon Álvarez Justo, Daniela Lupu, Milica Orlandic, Ion Necoara, Tor Arne Johansen
A Comparative Study of Compressive Sensing Algorithms for Hyperspectral Imaging Reconstruction. IVMSP (2022)
Daniela Lupu, Ion Necoara
Local linear convergence of stochastic higher-order methods for convex optimization. ECC (2021)
Andreea Milan, Gabriel Hancu, Daniela Lupu, Monica Budau, Vladimir Garaj, Hajnal Kelemen
Venlafaxine Chiral Separation by Capillary Electrophoresis Using Cyclodextrin Derivatives as Chiral Selector and Experimental Design Method Optimization. Symmetry 12 (5) (2020)