506 citations · 1.2k across the 55 of their papers we have counts for
Showing 2017 · cs.LGShow all
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cs.LG2017★ 11 cited
Learning to Adapt by Minimizing Discrepancy
Alexander G. Ororbia, Patrick Haffner, David Reitter +1
We explore whether useful temporal neural generative models can be learned from sequential data without back-propagation through time. We investigate the viability of a more neuroc…
cs.LG2017★ 2 cited
An Empirical Evaluation of Rule Extraction from Recurrent Neural Networks
Qinglong Wang, Kaixuan Zhang, Alexander G. Ororbia +3
Rule extraction from black-box models is critical in domains that require model validation before implementation, as can be the case in credit scoring and medical diagnosis. Though…