3

Enhanced Feature Learning via Regularisation: Integrating Neural Networks and Kernel Methods
We propose a new method for feature learning and function estimation in supervised learning via regularised empirical risk …
Bertille Follain, Francis Bach
PDF Cite arXiv
Nonparametric Linear Feature Learning in Regression Through Regularisation
Representation learning plays a crucial role in automated feature selection, particularly in the context of high-dimensional data, …
Bertille Follain, Francis Bach
PDF Cite arXiv