Efficient Training of Probabilistic Neural Networks for Survival Analysis

9 April 2024

Papers citing "Efficient Training of Probabilistic Neural Networks for Survival Analysis"

5 / 5 papers shown

Title
BDNNSurv: Bayesian deep neural networks for survival analysis using pseudo values Dai Feng Lili Zhao 32 32 0 07 Jan 2021
Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness Jeremiah Zhe Liu Zi Lin Shreyas Padhy Dustin Tran Tania Bedrax-Weiss Balaji Lakshminarayanan UQCV BDL 105 444 0 17 Jun 2020
Deep Survival Machines: Fully Parametric Survival Regression and Representation Learning for Censored Data with Competing Risks Chirag Nagpal Xinyu Li A. Dubrawski OOD 78 121 0 02 Mar 2020
DeepSurv: Personalized Treatment Recommender System Using A Cox Proportional Hazards Deep Neural Network Jared Katzman Uri Shaham Jonathan Bates A. Cloninger Tingting Jiang Y. Kluger BDL CML OOD 273 1,243 0 02 Jun 2016
Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek Hugo Larochelle Ryan P. Adams 287 7,883 0 13 Jun 2012