30 citations · 53 across the 2 of their papers we have counts for
2 papers
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…
cs.LG2014★ 30 cited
EquiNMF: Graph Regularized Multiview Nonnegative Matrix Factorization
Daniel Hidru, Anna Goldenberg
Nonnegative matrix factorization (NMF) methods have proved to be powerful across a wide range of real-world clustering applications. Integrating multiple types of measurements for…