Moi

Olivier Schwander

Assistant Professor, Université Pierre et Marie Curie

Research


Publications

International journals

  • Evaluating mixture models for building RNA knowledge-based potentials, Adelene Y. L. Sim, Olivier Schwander, Michael Levitt and Julie Bernauer, Journal of Bioinformatics and Computational Biology pdf doi

Book chapter

International conferences

  • Comix: Joint Estimation and Lightspeed Comparison of Mixture Models, Olivier Schwander, Stéphane Marchand-Maillet, Frank Nielsen, ICASSP 2016 pdf poster
  • Bag-of-components: an online algorithm for batch learning of mixture models, Olivier Schwander, Frank Nielsen, GSI 2015 pdf slides
  • Aero-acoustics source separation with sparsity inducing priors in the frequency domain, Olivier Schwander , José Picheral, Nicolas Gac, Ali-Mohammad Djafari et Daniel Blacodon, MaxEnt 2014 pdf poster
  • Code you are Happy to Paste: an Algorithmic Dictionary of Exponential Families, Olivier Schwander, ECML 2014 pdf slides poster
  • Fast learning of Gamma mixture models with k-MLE, Olivier Schwander, Frank Nielsen, SIMBAD 2013 pdf slides
  • k-MLE for mixtures of generalized Gaussians, Olivier Schwander, Frank Nielsen, Aurélien Schutz, Yannick Berthoumieu, ICPR 2012 pdf slides
  • Model centroids for the simplification of kernel density estimators, Frank Nielsen, Olivier Schwander, ICASSP 2012 pdf poster
  • pyMEF - A framework for Exponential Families in Python, Olivier Schwander, Frank Nielsen, SSP 2011 pdf poster
  • Non-flat clustering whith alpha-divergences, Frank Nielsen, Olivier Schwander, ICASSP 2011 pdf poster
  • Bhattacharyya clustering with applications to mixture simplifications, Sylvain Boltz, Frank Nielsen, Olivier Schwander, ICPR 2010 pdf slides
  • Reranking with Contextual dissimilarity measures from representational Bregman k-means, Olivier Schwander, Frank Nielsen, VISAPP 2010 pdf slides

French speaking conferences

  • Estimation jointe et en ligne de modèles de mélanges avec les co-mélanges et les sacs de composantes Olivier Schwander, Frank Nielsen, GRETSI 2015 pdf poster
  • Apprentissage rapide de modèles de mélanges avec k-MLE et ses extensions Olivier Schwander, Frank Nielsen, GRETSI 2013 pdf poster
  • Simplification de modèles de mélange issus d'estimateur par noyau Olivier Schwander, Frank Nielsen, GRETSI 2011 pdf slides

Talks

  • Statistical Models and Geometry, LIX PhD studends seminar, may 2013
  • k-Maximum Likelihood Estimator for mixtures of generalized Gaussians, SIGMA 2012, november 2012 pdf
  • k-Maximum Likelihood Estimator for mixtures of generalized Gaussians, ICPR 2012, november 2012
  • Simplification and comparison of mixtures of Exponential families, MIA lab seminar, La Rochelle, march 2012 pdf
  • Simplifying and comparing Kernel Density Estimators, Journée Transport Optimal et Géométrie de l'information, IHP, Paris, february 2012 pdf
  • Exponential families and simplification of mixture models, MIG 2011 pdf
  • Bhattacharyya clustering with applications to mixture simplifications, ICPR 2010.
  • Jensen-Bregman Voronoi diagrams and centroidal tessellations, ISVD 2010
  • Reranking with Contextual dissimilarity measures from representational Bregman k-means, VISAPP 2010.

Internship reports