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Edouard Pauwels – communications

Talks

  • On the Nature of Bregman functions.

    • CCOA workshop in the honour of Marc Teboulle's 70-th birthdat, September 2023, Tel-Aviv University, Tel-Aviv, Israel.

  • A mathematical model for nonsmooth algorithmic differentiation

    • Colloquium, February 2023, IMAG, Montpellier, France.

    • GdR MOA workshop, October 2022, Université Côte d’Azur, Nice, France.

    • Seminaire MBI-MCS, Paris 13, January 2022, France (online).

    • Statistics Seminar, Paris 6 - Paris 7 Universities, June 2021, France (online).

    • Mobiliat.ai forum, May 2021, France-Quebec (online).

    • Colloquium, CIMI, International Centre for Mathematics and Computer Science in Toulouse, May 2021, France (online).

    • Telecom Paris Seminar, May 2021, online.

    • Seminaire d'Automatique du plateau de Saclay, Laboratory of signals and systems, Februart 2021, online.

    • CAS seminar, November 2020, Mines ParisTech, Paris, France.

    • Madstat seminar, september 2020, Toulouse School of Economics, Toulouse, France.

    • Workshop on Optimization for machine learning, March 2020, CIRM, Luminy, France.

  • Nonsmooth Implicit Differentiation for Optimization.

    • MaLGa Seminar, May 2022, Genoa, Italy

    • One world optimization seminar, September 2021, online.

  • Tutorial on GANs at the Games.

    • Approachability and Learning Workshop, January 2021, Paris France (online).

  • Optimization methods for neural network training.

    • CIMI-ANITI school on optimization, September 2021, Toulouse.

  • Curiosities and counterexamples in smooth convex optimization.

    • Learning and Optimization in Luminy, September 2022, CIRM, Luminy, France.

    • Journées Franco-Chiliennes d'optimisation, June 2022, Promes, Perpignan, France.

    • Seminaire Francais d’optimisation, July 2020, online.

  • Introduction to Christoffel-Darboux kernels for polynomial optimization

    • POEMA online learning weeks, June 2020, three session course, online.

  • The multiproximal linearization method for convex composite problems

    • ISMP conference, July 2018, Bordeaux, France.

  • The empirical Christoffel function with applications in Machine Learning

    • PMNL workshop (GdR RO), October 2022, LIRMM, Montpellier, France.

    • N&O seminar, October 2018, CWI Amsterdam, Netherlands.

    • Journées UT1-UT3, Septembre 2018, Toulouse, France.

    • Zalando Research Seminar, April 2018, Berlin, Germany.

    • CNRS MASTODONS restitution session, February 2018, Paris, France.

  • Sequential convex programing, value function and convergence

    • Séminaire d'analyse non linéaire et d'optimisation, May 2018, Avignon, France.

    • ENSEEIHT, October 2017, Toulouse, France

    • ICCOPT 2016, August 2016, Tokyo, Japan.

    • Séminaire Parisien d'Optimisation, June 2016, IHP, Paris, France.

    • Journées SMAI-MODE, Mars 2016, ENSEEIHT, Toulouse, France.

  • Block conditional gradient algorithms

    • MIA-T seminar, Sep. 23 2016, INRA Toulouse, France.

  • Sorting out typicality with the inverse moment matrix SOS polynomial

    • LAAS CNRS, June 2016, Toulouse, France.

  • Linear conic optimization for inverse optimal control.

    • Wokshop on Geometric and Numerical Foundations of Movements, Nov. 20 2015. LAAS-CNRS, Toulouse, France.

  • Non-linear programming with semi-algebraic data: convergence beyond the proximal decomposition setting.

    • SPOT seminar, September 2015, Toulouse France

    • International Symposium on Optimization, July 2015, Pittsburgh USA.

    • Nonlinear Analysis and Optimization seminar, Jan. 18 2015, Mathematics Faculty, Technion, Haifa, Israel.

  • A Bayesian active learning strategy for sequential experimental design in systems biology.

    • MIA-T seminar, Feb. 14 2014, INRA Toulouse, France.

  • Identification of chemogenomic features from drug-target interaction networks using interpretable classifiers.

    • ECCB 2012, Basle, Switzerland.

  • Modeling cell populations in high content screening using copulas.

    • Poster, NIPS 2011 Workshop on Copulas in Machine Learning, Grenada, Spain.

  • Mixture models for cell population phenotyping.

    • 2nd Workshop on Bioinformatics for Medical and Pharmaceutical Research, 2011, Institut Curie, France

  • Analyse statistique de liens entre les espaces moleculaires et phenotypiques.

    • Seminaire maths et systemes, January 2011, Mines ParisTech, France.