33 citations · 102 across the 12 of their papers we have counts for
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stat.ML2019★ 1 cited
The False Positive Control Lasso
Erik Drysdale, Yingwei Peng, Timothy P. Hanna +2
In high dimensional settings where a small number of regressors are expected to be important, the Lasso estimator can be used to obtain a sparse solution vector with the expectatio…
stat.ML2017★ 23 cited
Dr.VAE: Drug Response Variational Autoencoder
Ladislav Rampasek, Daniel Hidru, Petr Smirnov +2
We present two deep generative models based on Variational Autoencoders to improve the accuracy of drug response prediction. Our models, Perturbation Variational Autoencoder and it…