3.2k citations · 8.8k across the 71 of their papers we have counts for
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cs.LG2014★ 14 cited
Warped Mixtures for Nonparametric Cluster Shapes
Tomoharu Iwata, David Duvenaud, Zoubin Ghahramani
A mixture of Gaussians fit to a single curved or heavy-tailed cluster will report that the data contains many clusters. To produce more appropriate clusterings, we introduce a mode…
cs.LG2014★ 37 cited
Optimally-Weighted Herding is Bayesian Quadrature
Ferenc Huszar, David Duvenaud
Herding and kernel herding are deterministic methods of choosing samples which summarise a probability distribution. A related task is choosing samples for estimating integrals usi…