1.4k citations · 4.5k across the 58 of their papers we have counts for
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cs.LG2014★ 84 cited
Bayesian Multitask Learning with Latent Hierarchies
Hal Daume
We learn multiple hypotheses for related tasks under a latent hierarchical relationship between tasks. We exploit the intuition that for domain adaptation, we wish to share classif…
cs.LG2014★ 9 cited
A Credit Assignment Compiler for Joint Prediction
Kai-Wei Chang, He He, Hal Daumé +2
Many machine learning applications involve jointly predicting multiple mutually dependent output variables. Learning to search is a family of methods where the complex decision pro…