The Search Problem in Mixture Models

JOURNAL OF MACHINE LEARNING RESEARCH, 2018.

Cited by: 3|Views29
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Abstract:

We consider the task of learning the parameters of a single component of a mixture model, for the case when we are given side information about that component; we call this the "search problem" in mixture models. We would like to solve this with computational and sample complexity lower than solving the overall original problem, where one...More

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