Assistant Professor -- Maître de Conférences
Laboratoire Jean Kuntzmann (LJK) , Université Grenoble Alpes

Full CV : Français -- Google Scholar Profile

Contact : firstname.lastname |a|_ univ-grenoble-alpes.fr or imag.fr
CAp 2017 (Conférence sur l'apprentissage automatique) is the 19th annual meeting of the francophone Machine Learning community.
The 2017 edition will be held in Grenoble, June 28-30. As the city, characterized by an interdisciplinary culture, the field of machine learning is at the interface of several scientific communities such as computer science, applied mathematics, neuroscience and human sciences.
This year, CAp will also feature a learning challenge over Tweets. I am part of the organizing comitee, led by M. Amini.
Conference website: cap2017.imag.fr

News

Talks

  • Apr. 2017 : Monotonicity, Acceleration, Inertia, and the proximal gradient algorithm , Optimization and Statistical Learning, Les Houches (France). [Slides]
  • Nov. 2016 : Gossip Algorithms: Tutorial and Recent advances , SMILE in Paris, Paris (France).
  • Oct. 2016 : Modified fixed points iterations and applications to randomized and accelerated optimization algorithms , Workshop Cavalieri, Paris (France).
  • Sep. 2016 : Practical acceleration for some optimization methods using relaxation and inertia , Seminaire d'Analyse non lineaire et Optimisation, Avignon (France).
  • June 2016 : Practical acceleration for some optimization methods using relaxation and inertia , Seminaire Signal-Image de l'Insitut de Mathematiques de Bordeaux, Bordeaux (France).
  • June 2016 : Practical accelerations for the alternating direction method of multipliers , PICOF Workshop , Autrans (France).
  • May 2016 : Descente par coordonnéees stochastique dan l'algorithme du point fixe et application aux méthod d'optimisation , Congres d'Analyse Numerique (CANUM) , Obernai (France).
  • Nov. 2015 : Relaxation and Inertia on the Proximal Point Algorithm , Titan Workshop , Grenoble (France).
  • Nov. 2015 : Relaxation and Inertia on Fixed point algorithms , Journées EDP Rhone-Alpes-Auvergne (JERAA), Clermont-Ferrand (France).
  • Mar. 2015 : Online Relaxation Method for Improving Linear Convergence Rates of the ADMM , Benelux meeting on Systems and Control, Lommel (Belgium).
  • Aug. 2014 : Asynchronous Distributed Optimization , Journées MAS, Toulouse (France).
  • May. 2014 : Distributed Optimization Techniques for Learning over Big Data , 2014 ESSEC/Centrale-Supélec Conference Bridging Worlds in Big Data, ESSEC CNIT Campus, La Défense Paris (France).
  • Apr. 2014 : Distributed Asynchronous optimization using the ADMM, Large graphs and networks seminar, Université Catholique de Louvain-la-Neuve , ICTEAM institute, Louvain-La-Neuve (Belgium). [ slides ]
  • Jul. 2013 : Distributed Optimization using a Randomized Alternating Direction Method of Multipliers , Digicosme Research Day, Digiteo, Gif-sur-Yvette.
  • Nov. 2012 : Distributed Estimation of the Average Value in Wireless Sensor Networks , Alcatel-Lucent Chair Seminar, Supélec, Gif-sur-Yvette.
  • Apr. 2012 : Some useful results on Matrix Products for Signal Processing , Ph.D. Candidates Seminar, Telecom ParisTech, Paris.
  • Oct. 2011 : Distributed Maximal Value Estimation , Ph.D. Candidates Seminar, Telecom ParisTech, Paris.