Bertille Follain

Bertille Follain

PhD student

ENS Ulm

INRIA Paris

Biography

I am a 3rd year PhD student at ENS Ulm and INRIA Paris (Sierra Project-team) working under the supervision of Francis Bach. I will be graduating in November 2024. Before that, I was a master’s student at the University of Cambridge where I wrote a paper on high-dimensional changepoint estimation with missingness with Dr. Tengyao Wang and Pr. Richard Samworth. More information about teaching, professional experiences and awards can be found in my CV.

Interests
  • Statistical Learning
  • Finding Structure in Data
  • Baking, Yoga, Permaculture
Education

  • PhD in Applied Mathematics, 2021-Now

    ENS Ulm

  • MASt in Mathematical Statistics, 2020-2021

    University of Cambridge

  • Diplôme d'Ingénieur (X2017), 2017-2021

    Ecole polytechnique

Publications

Bertille Follain, Francis Bach (2024). Enhanced Feature Learning via Regularisation: Integrating Neural Networks and Kernel Methods. arXiv:2407.17280.

PDF Cite arXiv

Bertille Follain, Francis Bach (2023). Nonparametric Linear Feature Learning in Regression Through Regularisation. arXiv:2307.12754.

PDF Cite arXiv

Bertille Follain, Tengyao Wang, Richard J. Samworth (2022). High-dimensional changepoint estimation with heterogeneous missingness. Journal of the Royal Statistical Society, Series B (Statistical Methodology), 84(3), 1023– 1055.

PDF Cite JRSSB

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