Tien Nam Le

Postdoc in Machine Learning at Laboratoire Hubert Curien


Welcome

I am a Post-doc at Data Intelligence team, Laboratoire Hubert Curien, working with Marc Sebban and Amaury Habrard. My current research mainly focuses on (colaborative) machine learning under 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, working with Stéphan Thomassé and Paul Wollan.

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.