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Yoan Russac

PhD Student in Machine Learning

Ecole Normale Supérieure

Biography

I am a PhD student in Machine Learning at Ecole Normale Supérieure in the Inria VALDA team. I am lucky to be supervised by Olivier Cappé and Aurélien Garivier. My research interests include sequential learning with partial information feedback and more precisely bandits models.

Interests

  • Bandits
  • Machine Learning
  • Reinforcement Learning

Education

  • PhD in Machine Learning, 2018-2021 (expected)

    Ecole Normale Supérieure

  • MVA Master Degree, 2017-2018

    ENS-Paris Saclay

  • MSc in Statistics and Data Science, 2015-2018

    ENSAE- Institut Polytechnique de Paris

Experience

 
 
 
 
 

Applied Scientist Intern

Amazon

Jun 2018 – Nov 2018 Berlin, Germany
Research on non-stationarity and bandits.
 
 
 
 
 

Machine Learning Researcher Intern

Worldline

Jun 2017 – Sep 2017 Brussels, Belgium
Research on fraud detection using Word2Vec embeddings.

Recent & Upcoming Talks

Introduction to Linear Bandits

An introduction to Bandits and Linear Bandits

Non-Stationary Linear Bandits

In this talk a new deviation bound to control the weighted least-squares estimator in a Linear Bandit model is discussed.

Contact

  • 45 rue d'Ulm, Paris, 75005, France