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20202026
most citedOn the detrimental effect of invariances in the likelihood for variational inference

2 citations · 2 across the 6 of their papers we have counts for

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cs.LG2021

A PAC-Bayesian Analysis of Distance-Based Classifiers: Why Nearest-Neighbour works!

Thore Graepel, Ralf Herbrich

Abstract We present PAC-Bayesian bounds for the generalisation error of the K-nearest-neighbour classifier (K-NN). This is achieved by casting the K-NN classifier into a kernel spa…