Tien Nam Le

Postdoc in Machine Learning at Laboratoire Hubert Curien


Welcome

I am a postdoc researcher at Data Intelligence team, Laboratoire Hubert Curien, working with Marc Sebban and Amaury Habrard. My current research mainly focuses on (colaborative) Machine Learning and Deep Learning under some privacy constraints.

I got my Ph.D. in 2018 at ENS de Lyon. My advisor was Stéphan Thomassé. I got an M.Sc in 2016 also at ENS de Lyon.

Contact information

105 Batiment F
Laboratoire Hubert Curien
18 Rue du Professeur Benoît Lauras
42000 Saint-Étienne

Telephone: 04 77 91 57 50
Email:

Publications

Journals

Conferences

Extended abstract to conferences

Talks

  • Subquadratic Kernels for Implicit 3-Hitting Set and 3-Set Packing Problems. ACM-SIAM Symposium on Discrete Algorithms, New Orleans, Louisiana, January 2018.
  • Locally self-avoiding Eulerian tours. Latin and American Algorithms, Graphs and Optimization Symposium, Marseille, France, September 2017.
  • Coloring dense digraphs. European Conference on Combinatorics, Graph Theory and Applications, Vienna, Austria, August 2017.
  • Forcing clique immersions through chromatic number. Southern Italian Workshop on Algorithms and Graphs, Bari, Italy, September 2016.
  • Forcing clique immersions through chromatic number. Jornadas de Matematica Discreta y Algoritmica, Barcelona, Spain, July 2016.
  • Linearity versus contiguity for encoding graphs. Journées Graphes et Algorithmes, Orléans, France, November 2015.

Teaching

ENS de Lyon, M1 Computer Science

TDs and TPs are available here.

  • Machine Learning, 2018 - 2019.
  • Performance Evaluation and Networks, 2018 - 2019.
  • Machine Learning, 2017 - 2018.
  • Parallel and Distributed Algorithms and Programs, 2017 - 2018.
  • Information Theory, 2017 - 2018.
  • Performance Evaluation and Networks, 2016 - 2017.
  • Information Theory, 2016 - 2017.

ENS de Lyon, L3 Computer Science

  • Probability, 2018 - 2019.

Sciences U Lyon, M2 Business Intelligence

TPs are available here.

  • Data Science, 2018 - 2019.
  • Short course on Statistics for Business, 2018 - 2019.