Joseph Rynkiewicz

According to our database, Joseph Rynkiewicz authored at least 22 papers between 1999 and 2022.

Collaborative distances:

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

2022

Deep networks with ReLU activation functions can be smooth statistical models.

Joseph Rynkiewicz

Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022

2021

Differentiability in Quadratic Mean of Deep Networks.

Joseph Rynkiewicz

Proceedings of the 13th International Joint Conference on Computational Intelligence, 2021

2019

Asymptotic statistics for multilayer perceptron with ReLU hidden units.

Joseph Rynkiewicz

Neurocomputing, 2019

On overfitting of multilayer perceptrons for classification.

Joseph Rynkiewicz

Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

2012

Neural Networks for Complex Data.

Marie Cottrell, Madalina Olteanu, Fabrice Rossi, Joseph Rynkiewicz, Nathalie Villa-Vialaneix

Künstliche Intell., 2012

General bound of overfitting for MLP regression models.

Joseph Rynkiewicz

Neurocomputing, 2012

Quantile regression with multilayer perceptrons.

Joseph Rynkiewicz, Solohaja-Faniaha Dimby

Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2011

Asymptotic properties of mixture-of-experts models.

Madalina Olteanu, Joseph Rynkiewicz

Neurocomputing, 2011

2008

Estimating the number of components in a mixture of multilayer perceptrons.

Madalina Olteanu, Joseph Rynkiewicz

Neurocomputing, 2008

Asymptotic Law of Likelihood Ratio for Multilayer Perceptron Models.

Joseph Rynkiewicz

Proceedings of the Advances in Neural Networks, 2008

2007

A 24-h forecast of ozone peaks and exceedance levels using neural classifiers and weather predictions.

Alain-Louis Dutot, Joseph Rynkiewicz, Frédy E. Steiner, Julien Rude

Environ. Model. Softw., 2007

2006

Self-organizing map algorithm and distortion measure.

Joseph Rynkiewicz

Neural Networks, 2006

Efficient estimation of multidimensional regression model using multilayer perceptrons.

Joseph Rynkiewicz

Neurocomputing, 2006

Consistent estimation of the architecture of multilayer perceptrons.

Joseph Rynkiewicz

Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006

2005

Efficient estimation of multidimensional regression model with multilayer perceptron.

Joseph Rynkiewicz

Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005

2004

Non-linear Analysis of Shocks when Financial Markets are Subject to Changes in Regime.

Bertrand Maillet, Madalina Olteanu, Joseph Rynkiewicz

Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004

2003

Estimation of Multidimensional Regression Model with Multilayer Perceptrons.

Joseph Rynkiewicz

Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

2002

Parametric bootstrap for asymptotic test of contrast difference in neural networks.

Riadh Kallel, Joseph Rynkiewicz

Proceedings of the 10th Eurorean Symposium on Artificial Neural Networks, 2002

2001

Modèles de réseaux de neurones pour l'analyse des séries temporelles ou la régression - Estimation, identification, méthode d'élagage SSM.

Joseph Rynkiewicz, Marie Cottrell, Morgan Mangeas, Jian-Feng Yao

Rev. d'Intelligence Artif., 2001

Estimation of Hybrid HMM/MLP models.

Joseph Rynkiewicz

Proceedings of the 9th European Symposium on Artificial Neural Networks, 2001

Some known facts about financial data.

Eric de Bodt, Joseph Rynkiewicz, Marie Cottrell

Proceedings of the 9th European Symposium on Artificial Neural Networks, 2001

1999

Hybrid HMM/MLP models for times series prediction.

Joseph Rynkiewicz

Proceedings of the 7th European Symposium on Artificial Neural Networks, 1999