A Statistical Learning Take on the Concordance Index for Survival Analysis

23 February 2023

Papers citing "A Statistical Learning Take on the Concordance Index for Survival Analysis"

11 / 11 papers shown

Title
Time-to-Event Prediction with Neural Networks and Cox Regression Håvard Kvamme Ørnulf Borgan Ida Scheel 267 331 0 01 Jul 2019
Empirical Risk Minimization under Random Censorship: Theory and Practice Guillaume Ausset Stephan Clémençon François Portier 42 5 0 05 Jun 2019
A General Theory for Structured Prediction with Smooth Convex Surrogates Alex Nowak-Vila Francis R. Bach Alessandro Rudi 99 23 0 05 Feb 2019
Learning with Fenchel-Young Losses Mathieu Blondel André F. T. Martins Vlad Niculae 121 133 0 08 Jan 2019
Effective Ways to Build and Evaluate Individual Survival Distributions Humza Haider B. Hoehn Sarah Davis Russell Greiner 323 109 0 28 Nov 2018
Drug Selection via Joint Push and Learning to Rank Yicheng He Junfeng Liu Xia Ning 33 16 0 23 Jan 2018
Ranking Data with Continuous Labels through Oriented Recursive Partitions Stephan Clémençon Mastane Achab 29 6 0 17 Jan 2018
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 389 1,252 0 02 Jun 2016
Oracle inequalities for the lasso in the Cox model Jian Huang Tingni Sun Z. Ying Yibin Yu Cun-Hui Zhang 74 125 0 20 Jun 2013
On the Consistency of AUC Pairwise Optimization Wei Gao Zhi Zhou 105 124 0 03 Aug 2012
Surrogate Regret Bounds for Bipartite Ranking via Strongly Proper Losses S. Agarwal 66 63 0 02 Jul 2012