Edouard Pauwels – communications

Talks

• 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.

• Un bestiaire de contre-exemples en optimisation convexe lisse.

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

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

• A mathematical model for nonsmooth algorithmic differentiation

  • 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.

• 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

  • 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.