| 2025 | ICANN | Classification of Large Data Sets by Neural Networks: A Probabilistic Viewpoint. | Vera Kurkov, Marcello Sanguineti |
| 2024 | ICANN | Some Comparisons of Linear and Deep ReLU Network Approximation. | Vera Kurkov |
| 2023 | ICANN | Approximation of Binary-Valued Functions by Networks of Finite VC Dimension. | Vera Kurkov |
| 2019 | ICANN | Probabilistic Bounds for Approximation by Neural Networks. | Vera Kurkov |
| 2018 | ICANN | Sparsity and Complexity of Networks Computing Highly-Varying Functions. | Vera Kurkov |
| 2017 | EANN | Sparsity of Shallow Networks Representing Finite Mappings. | Vera Kurkov |
| 2016 | EANN | Lower Bounds on Complexity of Shallow Perceptron Networks. | Vera Kurkov |
| 2015 | ICAISC | Complexity of Shallow Networks Representing Finite Mappings. | Vera Kurkov |
| 2014 | ICAISC | Representations of Highly-Varying Functions by One-Hidden-Layer Networks. | Vera Kurkov |
| 2014 | ICANN | Complexity of Shallow Networks Representing Functions with Large Variations. | Vera Kurkov, Marcello Sanguineti |
| 2012 | ICANN | Some Comparisons of Networks with Radial and Kernel Units. | Vera Kurkov |
| 2011 | ICANN | Bounds for Approximate Solutions of Fredholm Integral Equations Using Kernel Networks. | Giorgio Gnecco, Vera Kurkov, Marcello Sanguineti |
| 2010 | ICANN | Some Comparisons of Model Complexity in Linear and Neural-Network Approximation. | Giorgio Gnecco, Vera Kurkov, Marcello Sanguineti |
| 2010 | IJCCI | Inverse Problems in Learning from Data. | Vera Kurkov |
| 2010 | IJCCI | Learning from Data as an Optimization and Inverse Problem. | Vera Kurkov |
| 2009 | ICANN | Model Complexity of Neural Networks and Integral Transforms. | Vera Kurkov |
| 2008 | ICANN | Estimates of Network Complexity and Integral Representations. | Paul C. Kainen, Vera Kurkov |
| 2008 | SOFSEM | Geometric Rates of Approximation by Neural Networks. | Vera Kurkov, Marcello Sanguineti |
| 2007 | SOFSEM | Estimates of Data Complexity in Neural-Network Learning. | Vera Kurkov |
| 2001 | ICANN | Tight Bounds on Rates of Neural-Network Approximation. | Vera Kurkov, Marcello Sanguineti |
| 2000 | IJCNN | Comparison of Rates of Linear and Neural Network Approximation. | Vera Kurkov, Marcello Sanguineti |
| 1996 | ESANN | Rates of approximation of real-valued boolean functions by neural networks. | Katerina Hlavckov, Vera Kurkov |
| 1995 | ESANN | Approximation of functions by Gaussian RBF networks with bouded number of hidden units. | Vera Kurkov |
| 1994 | ESANN | Approximation of continuous functions by RBF and KBF networks. | Vera Kurkov, Katerina Hlavckov |
| 1992 | ECAI | Universal Approximation Using Feedforward Neural Networks with Gaussian Bar Units. | Vera Kurkov |