Query-only access to kernel regression, SVM and KDE models suffices to reconstruct their exact training points, via a measure-theoretic proof and image experiments.
On exact computation with an infinitely wide neural net
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Querying Kernel Methods Suffices for Reconstructing their Training Data
Query-only access to kernel regression, SVM and KDE models suffices to reconstruct their exact training points, via a measure-theoretic proof and image experiments.