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20132026
most citedThe Utility of Text: The Case of Amicus Briefs and the Supreme Court

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stat.ML2013

A Sparse and Adaptive Prior for Time-Dependent Model Parameters

Dani Yogatama, Bryan R. Routledge, Noah A. Smith

We consider the scenario where the parameters of a probabilistic model are expected to vary over time. We construct a novel prior distribution that promotes sparsity and adapts the…