Search Results for author: Martin Rouault

Found 1 papers, 0 papers with code

Monte Carlo with kernel-based Gibbs measures: Guarantees for probabilistic herding

no code implementations18 Feb 2024 Martin Rouault, Rémi Bardenet, Mylène Maïda

In spite of strong experimental support, it has revealed difficult to prove that this worst-case error decreases at a faster rate than the standard square root of the number of quadrature nodes, at least in the usual case where the RKHS is infinite-dimensional.

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