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Marginal Log-Likelihood Increments under Dirichlet-Smoothed Markov Estimation

Schwab, Levin David
arXiv (All) · Papers
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machine-learning
For a Dirichlet-smoothed transition model, the effect of adding one workflow trace to the training archive is an exact change in reference-weighted log likelihood. We derive that change and show that it is a weighted reduction of Kullback--Leibler divergence between the reference conditionals and th
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