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11/15/2022
Estimating Discontinuous Time-Varying Risk Factors and Treatment Benefits for COVID-19 with Interpretable ML
Treatment protocols, disease understanding, and viral characteristics ch...
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07/02/2020
On Dropout, Overfitting, and Interaction Effects in Deep Neural Networks
We examine Dropout through the perspective of interactions: learned effe...
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11/12/2019
Purifying Interaction Effects with the Functional ANOVA: An Efficient Algorithm for Recovering Identifiable Additive Models
Recent methods for training generalized additive models (GAMs) with pair...
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10/15/2019