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2017

  • April 25, 2017 High-dimensional feature selection in precision medicine
    ICLR Keynote [slides]

2016

  • November 17, 2016 Network-guided biomarker discovery for precision medicine
    U900 Symposium, Institut Curie. [slides]
  • September 15, 2016 Découverte de marqueurs génétiques guidée par des réseaux
    Commission de la Recherche, MINES ParisTech. [slides]

+ bonus slide (pdf) announcing the opening of the DREAM Idea Challenge on June 1st, 2016.

2015

  • December 17, 2015 Large-scale network-guided feature selection for precision medicine
    DIBRIS, Università degli Studi di Genova (Italy). [slides]
  • November 18, 2015 Large-scale network-guided feature selection for precision medicine
    CSGB Seminar, DIKU, University of Copenhagen (Denmark). [slides]
  • June 11, 2015 Large-scale network-guided feature selection for precision medicine
    DBL Colloquium, TU Delft (The Netherlands). [slides]

2014

  • April 15, 2014 Network-guided multi-locus association mapping with graph cuts
    UNATI Seminar, Neurospin (France). [slides]
  • Feb 28, 2014 Network-guided multi-locus association mapping with graph cuts
    MIA-T Seminar, INRA Toulouse (France). [slides]

2013

  • October 30, 2013 Neural Networks: A Very Brief Introduction (one-hour tutorial at MLCB) [slides]
  • July 29, 2013 Large-scale network-guided feature selection in genome-wide association mapping
    SPL 2, EPFL, Lausanne (Switzerland). [slides]
  • July 22, 2013 Network-guided multi-locus association mapping with graph cuts
    International Conference on Intelligent Systems for Molecular Biology (ISMB) 2013, Berlin (Germany) [slides] [video] (via free registration) [paper]
  • July 19 & 20, 2013 Network-guided multi-locus association mapping with graph cuts
    Machine Learning in Systems Biology (MLSB) Workshop 2013 [poster]
    (also presented at the Tübit 2013).
  • July 2, 2013 Network-guided multi-locus association mapping with graph cuts
    French conference on biology, computer science and mathematics JOBIM 2013, Toulouse (France) [slides]
  • March 26, 2013 Network-Guided Multi-Locus Association Mapping
    EMBL-EBI, Hinxton (United Kingdom) [slides]

2012

  • December 7, 2012 Efficiently Mapping Phenotypes to Networks of Genetic Loci
    Machine Learning and Computational Biology (MLCB) Workshop 2012 [poster]
  • October 10, 2012 Mapping Phenotypes to Networks of Genetic Markers: a Min-Cut Solution to Feature Selection with Sparsity and Connectivity Constraints
    MPI Intelligent Systems Internal (Cake) Talk [slides]
  • May 24, 2012 Statistical Machine Learning and Data Mining for Chemoinformatics and Drug Discovery
    Memorial Sloan-Kettering Cancer Center, New York, NY (United States)
  • May 16, 2012 GLIDE: GPU-based LInear Detection of Epistasis
    Broad Institute & Massachusetts General Hospital, Boston, MA (United States) [slides]

2011

  • November 2, 2011 GLIDE: GPU-based LInear Detection of Epistasis
    MPI-IS Internal (Cake) Talk [slides]

2010

  • August 31, 2010 Statistical Data Mining and Machine Learning for Chemoinformatics and Drug Discovery
    PhD final defense, University of California Irvine, Irvine, CA (United States)
  • March 25, 2010 PropOrb: a Frontier Molecular Orbital Interaction Proposer
    239th ACS Meeting, San Francisco, CA (United States) [slides ] [poster]
  • March 8, 2010 Performing Fast and Accurate Virtual High-Throughput Screening
    Center for Machine Learning Seminar Series, University of California Irvine, Irvine, CA (United States) [slides]

2009

  • December 21, 2009 Performing Fast and Accurate Virtual High-Throughput Screening
    Institut Curie, Paris (France) [slides]
  • December 9, 2009 Performing Fast and Accurate Virtual High-Throughput Screening
    Women in Machine Learning Workshop, NIPS 2009, Vancouver, BC (Canada) [poster]
  • August 23, 2009 Kernels for Biological Sequences
    IBM R&D, Tel-Aviv (Israel) [slides]
  • March 24, 2009 Learning Scoring Functions for Chemical Expert Systems
    237th ACS Meeting, Salt Lake City, UT (United States) [slides] [poster]

2007

  • October 24, 2007 Learning Molecular Properties: Structural Representation of Molecular Data
    Advancement to Candidacy, University of California Irvine, Irvine, CA (United States) [slides]