Uncertainty-Aware Time-to-Event Prediction using Deep Kernel Accelerated Failure Time Models

26 July 2021

Papers citing "Uncertainty-Aware Time-to-Event Prediction using Deep Kernel Accelerated Failure Time Models"

8 / 8 papers shown

Title
Fairness in Survival Analysis with Distributionally Robust Optimization Shu Hu George H. Chen 52 4 0 31 Aug 2024
A Survey on Event Prediction Methods from a Systems Perspective: Bringing Together Disparate Research Areas Janik-Vasily Benzin Stefanie Rinderle-Ma AI4TS 46 2 0 08 Feb 2023
Distributionally Robust Survival Analysis: A Novel Fairness Loss Without Demographics Shu Hu George H. Chen 24 13 0 18 Nov 2022
Survival Kernets: Scalable and Interpretable Deep Kernel Survival Analysis with an Accuracy Guarantee George H. Chen 34 2 0 21 Jun 2022
Bayesian Neural Hawkes Process for Event Uncertainty Prediction Manisha Dubey Ragja Palakkadavath P. K. Srijith BDL 13 6 0 29 Dec 2021
Adversarial Examples, Uncertainty, and Transfer Testing Robustness in Gaussian Process Hybrid Deep Networks John Bradshaw A. G. Matthews Zoubin Ghahramani BDL AAML 72 171 0 08 Jul 2017
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,683 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 287 9,156 0 06 Jun 2015