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Articles (36)
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Composite kernel learning

Marie Szafranski, Yves Grandvalet, Alain Rakotomamonjy

Journal:

Machine Learning

Année:

2010

Langue:

english

Fichier:

PDF, 1.37 MB

english, 2010

A Review of Classification Algorithms for EEG-based Brain-Computer Interfaces: A 10-year Update

Lotte, Fabien, Bougrain, Laurent, Cichocki, Andrzej, Clerc, Maureen, Congedo, Marco, Rakotomamonjy, Alain, Yger, Florian

Journal:

Journal of Neural Engineering

Année:

2018

Langue:

english

Fichier:

PDF, 968 KB

english, 2018

Scattering features for lung cancer detection in fibered confocal fluorescence microscopy images

Rakotomamonjy, Alain, Petitjean, Caroline, Salaün, Mathieu, Thiberville, Luc

Journal:

Artificial Intelligence in Medicine

Année:

2014

Langue:

english

Fichier:

PDF, 1.83 MB

english, 2014

ℓp-norm multiple kernel learning with low-rank kernels

Rakotomamonjy, Alain, Chanda, Sukalpa

Journal:

Neurocomputing

Année:

2014

Langue:

english

Fichier:

PDF, 605 KB

english, 2014

Optimal Transport for Domain Adaptation

Courty, Nicolas, Flamary, Remi, Tuia, Devis, Rakotomamonjy, Alain

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Année:

2016

Langue:

english

Fichier:

PDF, 3.74 MB

english, 2016

Wasserstein discriminant analysis

Flamary, Rémi, Cuturi, Marco, Courty, Nicolas, Rakotomamonjy, Alain

Journal:

Machine Learning

Année:

2018

Langue:

english

Fichier:

PDF, 1.50 MB

english, 2018

Non-parametric regression with wavelet kernels

Alain Rakotomamonjy, Xavier Mary, Stéphane Canu

Journal:

Applied Stochastic Models in Business and Industry

Année:

2005

Langue:

english

Fichier:

PDF, 153 KB

english, 2005

Translation-invariant classification of non-stationary signals

Vincent Guigue, Alain Rakotomamonjy, Stéphane Canu

Journal:

Neurocomputing

Année:

2006

Langue:

english

Fichier:

PDF, 360 KB

english, 2006

[IEEE 2007 IEEE Intelligent Vehicles Symposium - Istanbul, Turkey (2007.06.13-2007.06.15)] 2007 IEEE Intelligent Vehicles Symposium - Model selection in pedestrian detection using multiple kernel learning

Suard, Frederic, Rakotomamonjy, Alain, Bensrhair, Abdelaziz

Année:

2007

Langue:

english

Fichier:

PDF, 574 KB

english, 2007

Automatic Feature Learning for Spatio-Spectral Image Classification With Sparse SVM

Tuia, Devis, Volpi, Michele, Dalla Mura, Mauro, Rakotomamonjy, Alain, Flamary, Remi

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Année:

2014

Langue:

english

Fichier:

PDF, 2.38 MB

english, 2014

[IEEE 2008 IEEE Workshop on Machine Learning for Signal Processing (MLSP) (Formerly known as NNSP) - Cancun, Mexico (2008.10.16-2008.10.19)] 2008 IEEE Workshop on Machine Learning for Signal Processing - Solving non-convex lasso type problems with DC programming

Gasso, Gilles, Rakotomamonjy, Alain, Canu, Stephane

Année:

2008

Langue:

english

Fichier:

PDF, 2.09 MB

english, 2008

[IEEE 2010 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) - Kittila, Finland (2010.08.29-2010.09.1)] 2010 IEEE International Workshop on Machine Learning for Signal Processing - Learning spatial filters for multispectral image segmentation

Tuia, Devis, Camps-Valls, Gustavo, Flamary, Remi, Rakotomamonjy, Alain

Année:

2010

Langue:

english

Fichier:

PDF, 1.43 MB

english, 2010

[IEEE ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Vancouver, BC, Canada (2013.05.26-2013.05.31)] 2013 IEEE International Conference on Acoustics, Speech and Signal Processing - Filter bank Kernel Learning for nonstationary signal classification

Sangnier, Maxime, Gauthier, Jerome, Rakotomamonjy, Alain

Année:

2013

Langue:

english

Fichier:

PDF, 263 KB

english, 2013

[IEEE 2010 IEEE International Conference on Acoustics, Speech and Signal Processing - Dallas, TX, USA (2010.03.14-2010.03.19)] 2010 IEEE International Conference on Acoustics, Speech and Signal Processing - Large marginwavelet-based dictionary for signal classification

Yger, Florian, Rakotomamonjy, Alain

Année:

2010

Langue:

english

Fichier:

PDF, 102 KB

english, 2010

[IEEE ICASSP 2012 - 2012 IEEE International Conference on Acoustics, Speech and Signal Processing - Kyoto, Japan (2012.03.25-2012.03.30)] 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Oblique principal subspace tracking on manifold

Yger, Florian, Berar, Maxime, Gasso, Gilles, Rakotomamonjy, Alain

Année:

2012

Langue:

english

Fichier:

PDF, 181 KB

english, 2012

Direct Optimization of the Dictionary Learning Problem

Rakotomamonjy, Alain

Journal:

IEEE Transactions on Signal Processing

Année:

2013

Langue:

english

Fichier:

PDF, 2.17 MB

english, 2013

[IEEE 2010 IEEE International Conference on Acoustics, Speech and Signal Processing - Dallas, TX, USA (2010.03.14-2010.03.19)] 2010 IEEE International Conference on Acoustics, Speech and Signal Processing - Large margin filtering for Signal Sequence Labeling

Flamary, Remi, Labbe, Benjamin, Rakotomamonjy, Alain

Année:

2010

Langue:

english

Fichier:

PDF, 134 KB

english, 2010

Large Margin Filtering

Flamary, Remi, Tuia, Devis, Labbe, Benjamin, Camps-Valls, Gustavo, Rakotomamonjy, Alain

Journal:

IEEE Transactions on Signal Processing

Année:

2012

Langue:

english

Fichier:

PDF, 841 KB

english, 2012

[IEEE 2010 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) - Kittila, Finland (2010.08.29-2010.09.1)] 2010 IEEE International Workshop on Machine Learning for Signal Processing - MLSP Competition, 2010: Description of third place method.

Labbe, Benjamin, Tian, Xilan, Rakotomamonjy, Alain

Année:

2010

Langue:

english

Fichier:

PDF, 174 KB

english, 2010

[IEEE ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Florence, Italy (2014.5.4-2014.5.9)] 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Active set strategy for high-dimensional non-convex sparse optimization problems

Boisbunon, Aurelie, Flamary, Remi, Rakotomamonjy, Alain

Année:

2014

Langue:

english

Fichier:

PDF, 123 KB

english, 2014

[IEEE IGARSS 2013 - 2013 IEEE International Geoscience and Remote Sensing Symposium - Melbourne, Australia (2013.07.21-2013.07.26)] 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS - Create the relevant spatial filterbank in the hyperspectral jungle

Tuia, Devis, Volpi, Michele, Dalla Mura, Mauro, Rakotomamonjy, Alain, Flamary, Remi

Année:

2013

Langue:

english

Fichier:

PDF, 1.06 MB

english, 2013

Histogram of gradients of Time-Frequency Representations for Audio Scene Detection

Rakotomamonjy, Alain, Gasso, Gilles

Journal:

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Année:

2014

Langue:

english

Fichier:

PDF, 4.25 MB

english, 2014

[IEEE 2014 IEEE International Conference on Image Processing (ICIP) - Paris, France (2014.10.27-2014.10.30)] 2014 IEEE International Conference on Image Processing (ICIP) - SVM with feature selection and smooth prediction in images: Application to CAD of prostate cancer

Niaf, Emilie, Flamary, Remi, Rakotomamonjy, Alain, Rouviere, Olivier, Lartizien, Carole

Année:

2014

Langue:

english

Fichier:

PDF, 455 KB

english, 2014

[IEEE 2014 IEEE 24th International Workshop on Machine Learning for Signal Processing (MLSP) - Reims, France (2014.9.21-2014.9.24)] 2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) - Kernel learning as minimization of the single validation estimate

Sangnier, Maxime, Gauthier, Jerome, Rakotomamonjy, Alain

Année:

2014

Langue:

english

Fichier:

PDF, 359 KB

english, 2014

Decoding Finger Movements from ECoG Signals Using Switching Linear Models

Flamary, Rémi, Rakotomamonjy, Alain

Journal:

Frontiers in Neuroscience

Année:

2012

Langue:

english

Fichier:

PDF, 1.57 MB

english, 2012

DC Proximal Newton for Nonconvex Optimization Problems

Rakotomamonjy, Alain, Flamary, Remi, Gasso, Gilles

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Année:

2015

Langue:

english

Fichier:

PDF, 1.03 MB

english, 2015

[ACM Press the 25th international conference - Helsinki, Finland (2008.07.05-2008.07.09)] Proceedings of the 25th international conference on Machine learning - ICML '08 - Composite kernel learning

Szafranski, Marie, Grandvalet, Yves, Rakotomamonjy, Alain

Année:

2008

Langue:

english

Fichier:

PDF, 284 KB

english, 2008

[ACM Press the 24th international conference - Corvalis, Oregon (2007.06.20-2007.06.24)] Proceedings of the 24th international conference on Machine learning - ICML '07 - More efficiency in multiple kernel learning

Rakotomamonjy, Alain, Bach, Francis, Canu, Stéphane, Grandvalet, Yves

Année:

2007

Langue:

english

Fichier:

PDF, 194 KB

english, 2007

[IEEE 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) - New Paltz, NY, USA (2015.10.18-2015.10.21)] 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) - Early frame-based detection of acoustic scenes

Sangnier, Maxime, Gauthier, Jerome, Rakotomamonjy, Alain

Année:

2015

Langue:

english

Fichier:

PDF, 169 KB

english, 2015

[IEEE 2015 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images (Multi-Temp) - Annecy, France (2015.7.22-2015.7.24)] 2015 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images (Multi-Temp) - Multitemporal classification without new labels: A solution with optimal transport

Tuia, Devis, Flamary, Remi, Rakotomamonjy, Alain, Courty, Nicolas

Année:

2015

Langue:

english

Fichier:

PDF, 1.40 MB

english, 2015

[IEEE 2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - Cancun, Mexico (2015.12.13-2015.12.16)] 2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - Importance sampling strategy for non-convex randomized block-coordinate descent

Flamary, Remi, Rakotomamonjy, Alain, Gasso, Gilles

Année:

2015

Langue:

english

Fichier:

PDF, 1.01 MB

english, 2015

[IEEE 2015 23rd European Signal Processing Conference (EUSIPCO) - Nice, France (2015.8.31-2015.9.4)] 2015 23rd European Signal Processing Conference (EUSIPCO) - More efficient sparsity-inducing algorithms using inexact gradient

Rakotomamonjy, Alain, Koco, Sokol, Ralaivola, Liva

Année:

2015

Langue:

english

Fichier:

PDF, 127 KB

english, 2015

Greedy Methods, Randomization Approaches, and Multiarm Bandit Algorithms for Efficient Sparsity-Constrained Optimization

Rakotomamonjy, Alain, Koco, Sokol, Ralaivola, Liva

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Année:

2016

Langue:

english

Fichier:

PDF, 1.52 MB

english, 2016

Supervised Representation Learning for Audio Scene Classification

Rakotomamonjy, Alain

Journal:

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Année:

2017

Langue:

english

Fichier:

PDF, 1.06 MB

english, 2017

[IEEE ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Calgary, AB, Canada (2018.4.15-2018.4.20)] 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Concave Losses for Robust Dictionary Learning

de Araujo, Rafael Will M., Hirata, R., Rakotomamonjy, Alain

Année:

2018

Langue:

english

Fichier:

PDF, 351 KB

english, 2018

Online multimodal dictionary learning

Traoré, Abraham, Berar, Maxime, Rakotomamonjy, Alain

Journal:

Neurocomputing

Année:

2019

Langue:

english

Fichier:

PDF, 2.12 MB

english, 2019