Joseph Rynkiewicz

Publication Activity (10 Years)

Years Active: 1999-2022
Publications (10 Years): 5

Top Topics

Feed Forward Neural Networks

Multilayer Perceptron

Activation Function

Top Venues

Publications

Joseph Rynkiewicz
Deep networks with ReLU activation functions can be smooth statistical models. ESANN (2022)
Joseph Rynkiewicz
Differentiability in Quadratic Mean of Deep Networks. IJCCI (2021)
Joseph Rynkiewicz
On overfitting of multilayer perceptrons for classification. ESANN (2019)
Joseph Rynkiewicz
Asymptotic statistics for multilayer perceptron with ReLU hidden units. Neurocomputing 342 (2019)
Joseph Rynkiewicz
Asymptotic statistics for multilayer perceptron with ReLu hidden units. ESANN (2018)
Marie Cottrell, Madalina Olteanu, Fabrice Rossi, Joseph Rynkiewicz, Nathalie Villa-Vialaneix
Neural Networks for Complex Data CoRR (2012)
Joseph Rynkiewicz, Solohaja-Faniaha Dimby
Quantile regression with multilayer perceptrons. ESANN (2012)
Marie Cottrell, Madalina Olteanu, Fabrice Rossi, Joseph Rynkiewicz, Nathalie Villa-Vialaneix
Neural Networks for Complex Data. Künstliche Intell. 26 (4) (2012)
Joseph Rynkiewicz
General bound of overfitting for MLP regression models. Neurocomputing 90 (2012)
Madalina Olteanu, Joseph Rynkiewicz
Asymptotic properties of mixture-of-experts models. Neurocomputing 74 (9) (2011)
Joseph Rynkiewicz
General bound of overfitting for MLP regression models. ESANN (2011)
Madalina Olteanu, Joseph Rynkiewicz
Asymptotic properties of mixture-of-experts models. ESANN (2010)
Joseph Rynkiewicz
Asymptotic Law of Likelihood Ratio for Multilayer Perceptron Models. ISNN (1) (2008)
Madalina Olteanu, Joseph Rynkiewicz
Estimating the number of components in a mixture of multilayer perceptrons. Neurocomputing 71 (7-9) (2008)
Alain-Louis Dutot, Joseph Rynkiewicz, Frédy E. Steiner, Julien Rude
A 24-h forecast of ozone peaks and exceedance levels using neural classifiers and weather predictions. Environ. Model. Softw. 22 (9) (2007)
Madalina Olteanu, Joseph Rynkiewicz
Estimating the Number of Components in a Mixture of Multilayer Perceptrons. ESANN (2007)
Joseph Rynkiewicz
Consistent estimation of the architecture of multilayer perceptrons. ESANN (2006)
Joseph Rynkiewicz
Efficient estimation of multidimensional regression model using multilayer perceptrons. Neurocomputing 69 (7-9) (2006)
Joseph Rynkiewicz
Self-organizing map algorithm and distortion measure. Neural Networks 19 (6-7) (2006)
Joseph Rynkiewicz
Efficient estimation of multidimensional regression model with multilayer perceptron. ESANN (2005)
Bertrand Maillet, Madalina Olteanu, Joseph Rynkiewicz
Non-linear Analysis of Shocks when Financial Markets are Subject to Changes in Regime. ESANN (2004)
Joseph Rynkiewicz
Estimation of Multidimensional Regression Model with Multilayer Perceptrons. IWANN (1) (2003)
Riadh Kallel, Joseph Rynkiewicz
Parametric bootstrap for asymptotic test of contrast difference in neural networks. ESANN (2002)
Eric de Bodt, Joseph Rynkiewicz, Marie Cottrell
Some known facts about financial data. ESANN (2001)
Joseph Rynkiewicz, Marie Cottrell, Morgan Mangeas, Jian-Feng Yao
Modèles de réseaux de neurones pour l'analyse des séries temporelles ou la régression - Estimation, identification, méthode d'élagage SSM. Rev. d'Intelligence Artif. 15 (3-4) (2001)
Joseph Rynkiewicz
Estimation of Hybrid HMM/MLP models. ESANN (2001)
Joseph Rynkiewicz
Hybrid HMM/MLP models for times series prediction. ESANN (1999)