Rylan Schaeffer

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15 April 2021

Incremental Learning of Nonparametric Bayesian Mixture Models

by Gomes, Welling, Perona (CVPR 2008)

Research Questions

Conceptual Notes

Algorithm Specifics

The algorithm is called the Memory Bound Variational Dirichlet Process (MB-VDP).

tags: mixture-models - dirichlet-process - bayesian-nonparametrics - clustering - streaming - online