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05/19/2022
Causal Inference from Small High-dimensional Datasets
Many methods have been proposed to estimate treatment effects with obser...
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12/14/2021
M3E2: Multi-gate Mixture-of-experts for Multi-treatment Effect Estimation
This work proposes the M3E2, a multi-task learning neural network model ...
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06/20/2021
Heterogeneous Multi-task Learning with Expert Diversity
Predicting multiple heterogeneous biological and medical targets is a ch...
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03/17/2020