Using Vocabulary Knowledge in Bayesian Multinomial Estimation
Thomas L. Griffiths, Joshua B. Tenenbaum · 2001
Estimating the parameters of sparse multinomial distributions is an important component of many statistical learning tasks. Recent approaches have used uncertainty over the vocabulary of symbols in a multinomial distribution as a means of accounting for sparsity.