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Found 4 papers, 1 papers with code
Dr.VAE: Drug Response Variational Autoencoder
We present two deep generative models based on Variational Autoencoders to improve the accuracy of drug response prediction.
Stochastic Combinatorial Ensembles for Defending Against Adversarial Examples
Many deep learning algorithms can be easily fooled with simple adversarial examples.
Reducing Adversarial Example Transferability Using Gradient Regularization
We investigate the transferability of adversarial examples between models using the angle between the input-output Jacobians of different models.
FastCPH: Efficient Survival Analysis for Neural Networks
The Cox proportional hazards model is a canonical method in survival analysis for prediction of the life expectancy of a patient given clinical or genetic covariates -- it is a linear model in its original form.
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