most citedEuclid: Early Release Observations -- Programme overview and pipeline for compact- and diffuse-emission photometry

45 citations

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stat.ML2018★ 14 cited

Generalization in Machine Learning via Analytical Learning Theory

Kenji Kawaguchi, Yoshua Bengio, Vikas Verma +1

This paper introduces a novel measure-theoretic theory for machine learning that does not require statistical assumptions. Based on this theory, a new regularization method in deep…