Olivier Schwander

According to our database, Olivier Schwander authored at least 21 papers between 2010 and 2023.

Collaborative distances:

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

2023

A hyperbolic approach for learning communities on graphs.

Thomas Gerald, Hadi Zaatiti, Hatem Hajri, Nicolas Baskiotis, Olivier Schwander

Data Min. Knowl. Discov., May, 2023

2022

Real-Time Validation of Operational Ocean Models Via Eddy-Decting Deep Neural Networks.

Evangelos Moschos, Alexandre Stegner, Briac Le Vu, Olivier Schwander

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2020

Classification of Eddy Sea Surface Temperature Signatures Under Cloud Coverage.

Evangelos Moschos, Alexandre Stegner, Olivier Schwander, Patrick Gallinari

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Deep-SST-Eddies: A Deep Learning Framework to Detect Oceanic Eddies in Sea Surface Temperature Images.

Evangelos Moschos, Olivier Schwander, Alexandre Stegner, Patrick Gallinari

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Riemannian batch normalization for SPD neural networks.

Daniel A. Brooks, Olivier Schwander, Frédéric Barbaresco, Jean-Yves Schneider, Matthieu Cord

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

Stochastic Adaptive Neural Architecture Search for Keyword Spotting.

Tom Véniat, Olivier Schwander, Ludovic Denoyer

Proceedings of the IEEE International Conference on Acoustics, 2019

Exploring Complex Time-series Representations for Riemannian Machine Learning of Radar Data.

Daniel A. Brooks, Olivier Schwander, Frédéric Barbaresco, Jean-Yves Schneider, Matthieu Cord

Proceedings of the IEEE International Conference on Acoustics, 2019

Second-Order Networks in PyTorch.

Daniel A. Brooks, Olivier Schwander, Frédéric Barbaresco, Jean-Yves Schneider, Matthieu Cord

Proceedings of the Geometric Science of Information - 4th International Conference, 2019

2018

Evolutionary optimization of convolutional neural networks for cancer miRNA biomarkers classification.

Alejandro Lopez Rincon, Alberto Paolo Tonda, Mohamed Elati, Olivier Schwander, Benjamin Piwowarski, Patrick Gallinari

Appl. Soft Comput., 2018

Exploring deep vision models for acoustic scene classification.

Octave Mariotti, Matthieu Cord, Olivier Schwander

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2018

2016

Comix: Joint estimation and lightspeed comparison of mixture models.

Olivier Schwander, Stéphane Marchand-Maillet, Frank Nielsen

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Bag-of-Components: An Online Algorithm for Batch Learning of Mixture Models.

Olivier Schwander, Frank Nielsen

Proceedings of the Geometric Science of Information - Second International Conference, 2015

2014

Code You Are Happy to Paste: An Algorithmic Dictionary of Exponential Families.

Olivier Schwander

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

2013

Méthodes de géométrie de l'information pour les modèles de mélange. (Information-geometric methods for mixture models).

Olivier Schwander

PhD thesis, 2013

Fast Learning of Gamma Mixture Models with k-MLE.

Olivier Schwander, Frank Nielsen

Proceedings of the Similarity-Based Pattern Recognition - Second International Workshop, 2013

2012

Evaluating Mixture Models for Building RNA Knowledge-Based Potentials.

Adelene Y. L. Sim, Olivier Schwander, Michael Levitt, Julie Bernauer

J. Bioinform. Comput. Biol., 2012

k-MLE for mixtures of generalized Gaussians.

Olivier Schwander, Aurelien J. Schutz, Frank Nielsen, Yannick Berthoumieu

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Model centroids for the simplification of Kernel Density estimators.

Olivier Schwander, Frank Nielsen

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Non-flat clustering with alpha-divergences.

Olivier Schwander, Frank Nielsen

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

Reranking with Contextual Dissimilarity Measures from Representational Bregman k-Means.

Olivier Schwander, Frank Nielsen

Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

Bhattacharyya Clustering with Applications to Mixture Simplifications.

Frank Nielsen, Sylvain Boltz, Olivier Schwander

Proceedings of the 20th International Conference on Pattern Recognition, 2010