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PAC-Bayes-Chernoff bounds for unbounded losses
This result can be understood as a PAC-Bayesian version of the Cram\'er-Chernoff bound.
Dirichlet process mixture models for non-stationary data streams
In recent years, we have seen a handful of work on inference algorithms over non-stationary data streams.
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