v1v2 (latest)

Adversarial Time-to-Event Modeling

9 April 2018

Lawrence Carin

Papers citing "Adversarial Time-to-Event Modeling"

24 / 24 papers shown

Title
BACE-RUL: A Bi-directional Adversarial Network with Covariate Encoding for Machine Remaining Useful Life Prediction Zekai Zhang Dan Li Shunyu Wu Junya Cai Bo Zhang See-Kiong Ng Zibin Zheng AI4CE 52 0 0 14 Mar 2025
Towards Flexible Time-to-event Modeling: Optimizing Neural Networks via Rank Regression Hyunjun Lee Junhyun Lee Tae-Kil Choi Jaewoo Kang Sangbum Choi OOD CML 50 1 0 16 Jul 2023
Explainable Predictive Maintenance Sepideh Pashami Sławomir Nowaczyk Yuantao Fan Jakub Jakubowski Nuno Paiva ... Bruno Veloso M. Sayed-Mouchaweh L. Rajaoarisoa Grzegorz J. Nalepa João Gama 77 9 0 08 Jun 2023
AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images Pei Liu Luping Ji Feng Ye Bo Fu 76 29 0 13 Dec 2022
Survival Kernets: Scalable and Interpretable Deep Kernel Survival Analysis with an Accuracy Guarantee George H. Chen 471 3 0 21 Jun 2022
auton-survival: an Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event Data Chirag Nagpal Willa Potosnak A. Dubrawski CML OOD 128 24 0 15 Apr 2022
The Concordance Index decomposition: A measure for a deeper understanding of survival prediction models Abdallah Alabdallah Mattias Ohlsson Sepideh Pashami Thorsteinn Rögnvaldsson CML 52 20 0 28 Feb 2022
SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data Alicia Curth Changhee Lee M. Schaar CML 79 30 0 26 Oct 2021
SurvTRACE: Transformers for Survival Analysis with Competing Events Zifeng Wang Jimeng Sun 90 71 0 02 Oct 2021
A Deep Variational Approach to Clustering Survival Data Laura Manduchi Ricards Marcinkevics M. Massi Thomas Weikert Alexander Sauter ... F. Vasella M. Neidert M. Pfister Bram Stieltjes Julia E. Vogt 146 31 0 10 Jun 2021
Survival Regression with Proper Scoring Rules and Monotonic Neural Networks David Rindt Robert Hu D. Steinsaltz Dino Sejdinovic 191 38 0 26 Mar 2021
Augmenting High-dimensional Nonlinear Optimization with Conditional GANs P. R. Kalehbasti M. Lepech Samarpreet Singh Pandher GAN 64 3 0 20 Feb 2021
Deep Cox Mixtures for Survival Regression Chirag Nagpal Steve Yadlowsky Negar Rostamzadeh Katherine A. Heller CML 170 62 0 16 Jan 2021
Survival Estimation for Missing not at Random Censoring Indicators based on Copula Models Mikael Escobar-Bach Olivier Goudet 33 1 0 03 Sep 2020
SODEN: A Scalable Continuous-Time Survival Model through Ordinary Differential Equation Networks Weijing Tang Jiaqi Ma Qiaozhu Mei Ji Zhu 86 31 0 19 Aug 2020
Federated Survival Analysis with Discrete-Time Cox Models M. Andreux Andre Manoel Romuald Menuet C. Saillard C. Simpson FedML 104 40 0 16 Jun 2020
Deep Learning for Insider Threat Detection: Review, Challenges and Opportunities Shuhan Yuan Xintao Wu AAML 64 164 0 25 May 2020
Deep Survival Machines: Fully Parametric Survival Regression and Representation Learning for Censored Data with Competing Risks Chirag Nagpal Xinyu Li A. Dubrawski OOD 165 123 0 02 Mar 2020
Survival Cluster Analysis Paidamoyo Chapfuwa Chunyuan Li Nikhil Mehta Lawrence Carin Ricardo Henao 91 37 0 29 Feb 2020
Survival Function Matching for Calibrated Time-to-Event Predictions Paidamoyo Chapfuwa Chenyang Tao Lawrence Carin Ricardo Henao OOD 45 4 0 21 May 2019
Time-Series Event Prediction with Evolutionary State Graph Wenjie Hu Yang Yang Zilong You Zongtao Liu Xiang Ren AI4TS 45 1 0 10 May 2019
Data-driven Prognostics with Predictive Uncertainty Estimation using Ensemble of Deep Ordinal Regression Models T. Vishnu Diksha Garg Pankaj Malhotra Lovekesh Vig Gautam M. Shroff UQCV 69 16 0 23 Mar 2019
Nonparametric Bayesian Lomax delegate racing for survival analysis with competing risks Quan Zhang Mingyuan Zhou 48 17 0 19 Oct 2018
SAFE: A Neural Survival Analysis Model for Fraud Early Detection Panpan Zheng Shuhan Yuan Xintao Wu 58 40 0 12 Sep 2018