Maxime Berar

According to our database, Maxime Berar authored at least 30 papers between 2003 and 2024.

Collaborative distances:

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

2024

Contrastive Learning for Regression on Hyperspectral Data.

Mohamad Dhaini, Maxime Berar, Paul Honeine, Antonin Van Exem

CoRR, 2024

2023

Unsupervised domain adaptation for regression using dictionary learning.

Mohamad Dhaini, Maxime Berar, Paul Honeine, Antonin Van Exem

Knowl. Based Syst., 2023

Technical report: Graph Neural Networks go Grammatical.

Jason Piquenot, Aldo Moscatelli, Maxime Bérar, Pierre Héroux, Jean-Yves Ramel, Romain Raveaux, Sébastien Adam

CoRR, 2023

Selective Path Automatic Differentiation: Beyond Uniform Distribution on Backpropagation Dropout.

Paul Peseux, Maxime Berar, Thierry Paquet, Victor Nicollet

IEEE Access, 2023

2022

End-to-End Convolutional Autoencoder for Nonlinear Hyperspectral Unmixing.

Mohamad Dhaini, Maxime Berar, Paul Honeine, Antonin Van Exem

Remote. Sens., 2022

Optimal transport for conditional domain matching and label shift.

Alain Rakotomamonjy, Rémi Flamary, Gilles Gasso, M. El Alaya, Maxime Berar, Nicolas Courty

Mach. Learn., 2022

Theoretical guarantees for bridging metric measure embedding and optimal transport.

Mokhtar Z. Alaya, Maxime Bérar, Gilles Gasso, Alain Rakotomamonjy

Neurocomputing, 2022

Stochastic gradient descent with gradient estimator for categorical features.

Paul Peseux, Maxime Berar, Thierry Paquet, Victor Nicollet

CoRR, 2022

2021

Statistical and Topological Properties of Gaussian Smoothed Sliced Probability Divergences.

Alain Rakotomamonjy, Mokhtar Z. Alaya, Maxime Berar, Gilles Gasso

CoRR, 2021

Distributional Sliced Embedding Discrepancy for Incomparable Distributions.

Mokhtar Z. Alaya, Gilles Gasso, Maxime Berar, Alain Rakotomamonjy

CoRR, 2021

2020

Match and Reweight Strategy for Generalized Target Shift.

Alain Rakotomamonjy, Rémi Flamary, Gilles Gasso, Mokhtar Z. Alaya, Maxime Berar, Nicolas Courty

CoRR, 2020

Non-Aligned Distribution Distance using Metric Measure Embedding and Optimal Transport.

Mokhtar Z. Alaya, Maxime Bérar, Gilles Gasso, Alain Rakotomamonjy

CoRR, 2020

2019

Online multimodal dictionary learning.

Abraham Traoré, Maxime Berar, Alain Rakotomamonjy

Neurocomputing, 2019

Singleshot : a scalable Tucker tensor decomposition.

Abraham Traoré, Maxime Berar, Alain Rakotomamonjy

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Screening Sinkhorn Algorithm for Regularized Optimal Transport.

Mokhtar Z. Alaya, Maxime Berar, Gilles Gasso, Alain Rakotomamonjy

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Wasserstein Distance Measure Machines.

Alain Rakotomamonjy, Abraham Traoré, Maxime Berar, Rémi Flamary, Nicolas Courty

CoRR, 2018

Non-Negative Tensor Dictionary Learning.

Abraham Traoré, Maxime Berar, Alain Rakotomamonjy

Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

Feature selection and classification using multiple kernel learning for brain tumor segmentation.

Naouel Boughattas, Maxime Berar, Kamel Hamrouni, Su Ruan

Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018

2016

Multitask Principal Component Analysis.

Ikko Yamane, Florian Yger, Maxime Berar, Masashi Sugiyama

Proceedings of The 8th Asian Conference on Machine Learning, 2016

2014

Brain tumor segmentation from multiple MRI sequences using multiple kernel learning.

Naouel Boughattas, Maxime Berar, Kamel Hamrouni, Su Ruan

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2012

Craniofacial reconstruction as a prediction problem using a Latent Root Regression model

Maxime Berar, Françoise Tilotta, Joan Alexis Glaunès, Yves Rozenholc

CoRR, 2012

Adaptive Canonical Correlation Analysis Based On Matrix Manifolds.

Florian Yger, Maxime Berar, Gilles Gasso, Alain Rakotomamonjy

Proceedings of the 29th International Conference on Machine Learning, 2012

Oblique principal subspace tracking on manifold.

Florian Yger, Maxime Berar, Gilles Gasso, Alain Rakotomamonjy

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

A supervised strategy for deep kernel machine.

Florian Yger, Maxime Berar, Gilles Gasso, Alain Rakotomamonjy

Proceedings of the 19th European Symposium on Artificial Neural Networks, 2011

2006

3D Semi-Landmarks Based Statistical Face Reconstruction.

Maxime Berar, Michel Desvignes, Gérard Bailly, Yohan Payan

J. Comput. Inf. Technol., 2006

Statistical 3D Cranio-Facial Models.

Maxime Berar, Michel Desvignes, Gérard Bailly, Yohan Payan

Proceedings of the Sixth International Conference on Computer and Information Technology (CIT 2006), 2006

2005

Missing Data Estimation Using Polynomial Kernels.

Maxime Berar, Michel Desvignes, Gérard Bailly, Yohan Payan, Barbara Romaniuk

Proceedings of the Pattern Recognition and Data Mining, 2005

2004

3D Meshes Registration: Application to Statistical Skull Model.

Maxime Berar, Michel Desvignes, Gérard Bailly, Yohan Payan

Proceedings of the Image Analysis and Recognition: International Conference, 2004

Supervised and Unsupervised Statistical Models for cephalometry.

S. Aouda, Maxime Berar, Barbara Romaniuk, Michel Desvignes

Proceedings of the International Conference on Computer Vision and Graphics, 2004

2003

Audiovisual Speech Synthesis.

Gérard Bailly, Maxime Berar, Frédéric Elisei, Matthias Odisio

Int. J. Speech Technol., 2003