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How do we find
responsibility values for a datapoint that
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minimize the cost
and sum to 1?
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The optimal
solution to the trade-off between expected
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energy and
entropy is to make the responsibilities be
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proportional to
the exponentiated negative energies:
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So
using the posterior probabilities as responsibilities
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minimizes
the cost function!
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