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About Me

Laboratoire Hubert Curien
Data Intelligence Team
Bâtiment F, 18 Rue Professeur Benoît Lauras
42000 Saint-Étienne

E-Mail: paul.viallard@univ-st-etienne.fr
Links: GitHub

Since September 2019, I am PhD student at Hubert Curien Laboratory in the Data Intelligence Team under the supervision of Dr. Emilie Morvant, Dr. Pascal Germain and Pr. Amaury Habrard. My PhD is funded by the ANR project APRIORI. The subject is “Interpreting Representation Learning Through PAC-Bayes Theory”.

Publications

International Workshop

Interpreting Neural Networks as Majority Votes through the PAC-Bayesian Theory
Paul Viallard ; Rémi Emonet ; Pascal Germain ; Amaury Habrard ; Emilie Morvant
NeurIPS 2019 Workshop on Machine Learning with guarantees, Vancouver, Canada.
[pdf][poster]

Not Published

Interpreting Neural Networks as Majority Votes with the PAC-Bayesian Theory
Paul Viallard
2019 Master Thesis.
[pdf][slides]

Teaching

Fall 2019 (In French)