Vugar E. Ismailov

According to our database, Vugar E. Ismailov authored at least 15 papers between 2006 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Addressing common misinterpretations of KART and UAT in neural network literature.

Vugar E. Ismailov

Neural Networks, 2026

Universal approximation theorem for neural networks with inputs from a topological vector space.

Vugar E. Ismailov

Inf. Process. Lett., 2026

2024

Approximation error of single hidden layer neural networks with fixed weights.

Vugar E. Ismailov

Inf. Process. Lett., March, 2024

On the Kolmogorov neural networks.

Aysu Ismayilova, Vugar E. Ismailov

Neural Networks, 2024

2023

Measure theoretic results for approximation by neural networks with limited weights.

Vugar E. Ismailov, Ekrem Savas

CoRR, 2023

2020

A representation problem for smooth sums of ridge functions.

Rashid A. Aliev, Vugar E. Ismailov

J. Approx. Theory, 2020

A three layer neural network can represent any discontinuous multivariate function.

Vugar E. Ismailov

CoRR, 2020

2019

A note on continuous sums of ridge functions.

Rashid A. Aliev, Aysel A. Asgarova, Vugar E. Ismailov

J. Approx. Theory, 2019

2018

On the approximation by single hidden layer feedforward neural networks with fixed weights.

Namig J. Guliyev, Vugar E. Ismailov

Neural Networks, 2018

Approximation capability of two hidden layer feedforward neural networks with fixed weights.

Namig J. Guliyev, Vugar E. Ismailov

Neurocomputing, 2018

2016

A Single Hidden Layer Feedforward Network with Only One Neuron in the Hidden Layer Can Approximate Any Univariate Function.

Namig J. Guliyev, Vugar E. Ismailov

Neural Comput., 2016

On a smoothness problem in ridge function representation.

Rashid A. Aliev, Vugar E. Ismailov

Adv. Appl. Math., 2016

2013

Interpolation on lines by ridge functions.

Vugar E. Ismailov, Allan Pinkus

J. Approx. Theory, 2013

2008

On the representation by linear superpositions.

Vugar E. Ismailov

J. Approx. Theory, 2008

2006

On error formulas for approximation by sums of univariate functions.

Vugar E. Ismailov

Int. J. Math. Math. Sci., 2006