no code implementations • 26 Jun 2017 • Ladislav Rampasek, Daniel Hidru, Petr Smirnov, Benjamin Haibe-Kains, Anna Goldenberg
We present two deep generative models based on Variational Autoencoders to improve the accuracy of drug response prediction.
no code implementations • 14 Sep 2014 • Daniel Hidru, Anna Goldenberg
Nonnegative matrix factorization (NMF) methods have proved to be powerful across a wide range of real-world clustering applications.