
Olivier Schwander
21
Documents
Publications
Publications
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A hyperbolic approach for learning communities on graphsData Mining and Knowledge Discovery, 2023, 37, pp.1090-1124. ⟨10.1007/s10618-022-00902-8⟩
Article dans une revue
hal-04022426
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Classification of Eddy Sea Surface Temperature Signatures Under Cloud CoverageIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 13, pp.3437-3447. ⟨10.1109/JSTARS.2020.3001830⟩
Article dans une revue
hal-03028674
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Evolutionary optimization of convolutional neural networks for cancer miRNA biomarkers classificationApplied Soft Computing, 2018, 65, pp.91 - 100. ⟨10.1016/j.asoc.2017.12.036⟩
Article dans une revue
hal-01700622
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Evaluating mixture models for building RNA knowledge-based potentials.Journal of Bioinformatics and Computational Biology, 2012, 10 (2), pp.1241010. ⟨10.1142/S0219720012410107⟩
Article dans une revue
hal-00757761
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Deep Learning and Information Geometry for Drone Micro-Doppler Radar Classification2020 IEEE Radar Conference (RadarConf20), Sep 2020, Florence, Italy. pp.1-6, ⟨10.1109/RadarConf2043947.2020.9266689⟩
Communication dans un congrès
hal-04698070
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DEEP-SST-EDDIES: A Deep Learning framework to detect oceanic eddies in Sea Surface Temperature imagesICASSP 2020 - 45th International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelona, Spain. pp.4307-4311, ⟨10.1109/ICASSP40776.2020.9053909⟩
Communication dans un congrès
hal-02470051
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A Hermitian Positive Definite neural network for micro-Doppler complex covariance processingInternational Radar Conference, Sep 2019, Toulon, France
Communication dans un congrès
hal-02422456
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STOCHASTIC ADAPTIVE NEURAL ARCHITECTURE SEARCH FOR KEYWORD SPOTTINGICASSP 2019 - International Conference on Acoustics, Speech, and Signal Processing, May 2019, Brighton, United Kingdom
Communication dans un congrès
hal-02063698
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Exploring Complex Time-series Representations for Riemannian Machine Learning of Radar DataICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. pp.3672-3676, ⟨10.1109/ICASSP.2019.8683056⟩
Communication dans un congrès
hal-02290838
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Complex-valued neural networks for fully-temporal micro-Doppler classification2019 20th International Radar Symposium (IRS), Jun 2019, Ulm, Germany. ⟨10.23919/IRS.2019.8768161⟩
Communication dans un congrès
hal-02290835
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Riemannian batch normalization for SPD neural networksThirty-third Annual Conference on Neural Information Processing Systems., Dec 2019, Vancouver, Canada
Communication dans un congrès
hal-02422458
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Second-order networks in PyTorchGSI 2019 - 4th International Conference on Geometric Science of Information, Aug 2019, Toulouse, France. pp.751-758, ⟨10.1007/978-3-030-26980-7_78⟩
Communication dans un congrès
hal-02290841
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Temporal Deep Learning for Drone Micro-Doppler ClassificationIRS 2018 - 19th International Radar Symposium, Jun 2018, Bonn, Germany. ⟨10.23919/IRS.2018.8447963⟩
Communication dans un congrès
hal-02290839
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Comix: Joint Estimation and Lightspeed Comparison of Mixture ModelsICASSP 2016, 2016, Shanghai, China. ⟨10.1109/ICASSP.2016.7472117⟩
Communication dans un congrès
hal-01367923
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Bag-of-Components: An Online Algorithm for Batch Learning of Mixture ModelsGeometric Science of Information GSI 2015, Oct 2015, Palaiseau, France. pp.387-395, ⟨10.1007/978-3-319-25040-3_42⟩
Communication dans un congrès
hal-01338652
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Aero-acoustics source separation with sparsity inducing priors in the frequency domain34th International Workshop on Bayesian Inference and Maximun Entropy Methods in Science and Engineering (MaxEnt'14), Sep 2014, Amboise, France. pp.422 - 431, ⟨10.1063/1.4906006⟩
Communication dans un congrès
hal-01103779
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Code You Are Happy to Paste: An Algorithmic Dictionary of Exponential FamiliesJoint European Conference on Machine Learning and Knowledge Discovery in Databases, 2014, NAncy, France. pp.51-65, ⟨10.1007/978-3-662-44845-8_4⟩
Communication dans un congrès
hal-04698079
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Fast Learning of Gamma Mixture Models with k-MLEInternational Workshop on Similarity-Based Pattern Recognition, 2013, York (GB), United Kingdom. pp.235-249, ⟨10.1007/978-3-642-39140-8_16⟩
Communication dans un congrès
istex
hal-04698086
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Non-flat clustering whith alpha-divergencesICASSP, May 2011, Prague, Czech Republic. pp.2100 - 2103, ⟨10.1109/ICASSP.2011.5946740⟩
Communication dans un congrès
hal-00708634
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Bhattacharyya Clustering with Applications to Mixture Simplifications2010 20th International Conference on Pattern Recognition (ICPR), Aug 2010, Istanbul, France. pp.1437-1440, ⟨10.1109/ICPR.2010.355⟩
Communication dans un congrès
hal-04698084
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Méthodes de géométrie de l'information pour les modèles de mélangeApprentissage [cs.LG]. Ecole Polytechnique X, 2013. Français. ⟨NNT : ⟩
Thèse
pastel-00931722
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