82 citations · 132 across the 9 of their papers we have counts for
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cs.AI2020★ 6 cited
A Unifying Framework for Formal Theories of Novelty:Framework, Examples and Discussion
T. E. Boult, P. A. Grabowicz, D. S. Prijatelj +11
Managing inputs that are novel, unknown, or out-of-distribution is critical as an agent moves from the lab to the open world. Novelty-related problems include being tolerant to nov…
cs.AI2013★ 31 cited
Pruning Bayesian Networks for Efficient Computation
Michelle Baker, Terrance E. Boult
This paper analyzes the circumstances under which Bayesian networks can be pruned in order to reduce computational complexity without altering the computation for variables of inte…