151 citations · 692 across the 40 of their papers we have counts for
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stat.OT2021
Bridging Breiman's Brook: From Algorithmic Modeling to Statistical Learning
Lucas Mentch, Giles Hooker
In 2001, Leo Breiman wrote of a divide between "data modeling" and "algorithmic modeling" cultures. Twenty years later this division feels far more ephemeral, both in terms of assi…
stat.OT2012
Experimental design for Partially Observed Markov Decision Processes
Leifur Thorbergsson, Giles Hooker
This paper deals with the question of how to most effectively conduct experiments in Partially Observed Markov Decision Processes so as to provide data that is most informative abo…