Nadezda Sukhorukova

18 papers Journal 18
YearRankTypeTitle / Venue / Authors
2025 J jnl
KAN vs LSTM Performance in Time Series Forecasting.
CoRR
Tabish Ali Rather, S. M. Mahmudul Hasan Joy, Nadezda Sukhorukova, Federico Frascoli
2025 J jnl
Variational Properties of the Abstract Subdifferential Operator.
J. Optim. Theory Appl.
Reinier Díaz Millán, Nadezda Sukhorukova, Julien Ugon
2024 J jnl
Artificial neural networks with uniform norm-based loss functions.
Adv. Comput. Math.
Vinesha Peiris, Vera Roshchina, Nadezda Sukhorukova
2024 J jnl
Uniqueness of solutions in multivariate Chebyshev approximation problems.
Optim. Lett.
Vera Roshchina, Nadezda Sukhorukova, Julien Ugon
2023 J jnl
A comparison of rational and neural network based approximations.
CoRR
Vinesha Peiris, Reinier Díaz Millán, Nadezda Sukhorukova, Julien Ugon
2022 J jnl
A generalisation of de la Vallée-Poussin procedure to multivariate approximations.
Adv. Comput. Math.
Nadezda Sukhorukova, Julien Ugon
2021 J jnl
Deep Learning with Nonsmooth Objectives.
CoRR
Vinesha Peiris, Nadezda Sukhorukova, Vera Roshchina
2021 J jnl
Generalised rational approximation and its application to improve deep learning classifiers.
Appl. Math. Comput.
Vinesha Peiris, Nir Sharon, Nadezda Sukhorukova, Julien Ugon
2020 J jnl
An algorithm for best generalised rational approximation of continuous functions.
CoRR
R. Díaz Millán, Nadezda Sukhorukova, Julien Ugon
2019 J jnl
Two curve Chebyshev approximation and its application to signal clustering.
Appl. Math. Comput.
Nadezda Sukhorukova
2017 J jnl
Characterization Theorem for Best Polynomial Spline Approximation with Free Knots, Variable Degree and Fixed Tails.
J. Optim. Theory Appl.
Jean-Pierre Crouzeix, Nadezda Sukhorukova, Julien Ugon
2016 J jnl
Chebyshev Approximation by Linear Combinations of Fixed Knot Polynomial Splines with Weighting Functions.
J. Optim. Theory Appl.
Nadezda Sukhorukova, Julien Ugon
2016 J jnl
Linear least squares problems involving fixed knots polynomial splines and their singularity study.
Appl. Math. Comput.
Z. Roshan Zamir, Nadezda Sukhorukova
2015 J jnl
Convex optimisation-based methods for K-complex detection.
Appl. Math. Comput.
Z. Roshan Zamir, Nadezda Sukhorukova, Hélène Amiel, Adrien Ugon, Carole Philippe
2012 J jnl
K-Complex Detection Using a Hybrid-Synergic Machine Learning Method.
IEEE Trans. Syst. Man Cybern. Part C
Huy Quan Vu, Gang Li, Nadezda Sukhorukova, Gleb Beliakov, Shaowu Liu, Carole Philippe, Hélène Amiel, Adrien Ugon
2010 J jnl
Uniform Approximation by the Highest Defect Continuous Polynomial Splines: Necessary and Sufficient Optimality Conditions and Their Generalisations.
J. Optim. Theory Appl.
Nadezda Sukhorukova
2009 J jnl
Workload coverage through nonsmooth optimization.
Optim. Methods Softw.
Nadezda Sukhorukova, Julien Ugon, John Yearwood
2008 J jnl
A generalization of the Remez algorithm to a class of linear spline approximation problems with constraints on spline parameters.
Optim. Methods Softw.
Nadezda Sukhorukova