Search Results for author: Daniel Hidru

Found 2 papers, 0 papers with code

Dr.VAE: Drug Response Variational Autoencoder

no code implementations26 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.

Drug Response Prediction General Classification

EquiNMF: Graph Regularized Multiview Nonnegative Matrix Factorization

no code implementations14 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.

Data Integration

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