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cs.LG2021
Multi-treatment Effect Estimation from Biomedical Data
Raquel Aoki, Yizhou Chen, Martin Ester
This work proposes the M3E2, a multi-task learning neural network model to estimate the effect of multiple treatments. In contrast to existing methods, M3E2 can handle multiple tre…
cs.LG2021★ 100 cited
Gated Transformer Networks for Multivariate Time Series Classification
Minghao Liu, Shengqi Ren, Siyuan Ma +4
Deep learning model (primarily convolutional networks and LSTM) for time series classification has been studied broadly by the community with the wide applications in different dom…