17 citations · 36 across the 12 of their papers we have counts for
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cs.LG2019
Local Score Dependent Model Explanation for Time Dependent Covariates
Xochitl Watts, Freddy Lecue
The use of deep neural networks to make high risk decisions creates a need for global and local explanations so that users and experts have confidence in the modeling algorithms. W…
cs.LG2019★ 1 cited
Augmenting Transfer Learning with Semantic Reasoning
Freddy Lecue, Jiaoyan Chen, Jeff Z. Pan +1
Transfer learning aims at building robust prediction models by transferring knowledge gained from one problem to another. In the semantic Web, learning tasks are enhanced with sema…