Publications

Bertille Follain (2024). Betting on Sparsity: Leveraging Hidden Linear Features through Regularisation for Supervised Learning. PhD Thesis.

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Bertille Follain, Francis Bach (2024). Nonparametric Linear Feature Learning in Regression through Regularisation. Electronic Journal of Statistics, 18(2), 4075-4118.

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

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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.

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