Federated Survival Forests

Federated Survival Forests

6 February 2023

Alberto Archetti

Matteo Matteucci

Papers citing "Federated Survival Forests"

9 / 9 papers shown

Title
FPBoost: Fully Parametric Gradient Boosting for Survival Analysis Alberto Archetti Eugenio Lomurno Diego Piccinotti Matteo Matteucci 31 2 0 20 Sep 2024
FedECA: A Federated External Control Arm Method for Causal Inference with Time-To-Event Data in Distributed Settings Jean Ogier du Terrail Quentin Klopfenstein Honghao Li Imke Mayer Nicolas Loiseau Mohammad Hallal Félix Balazard M. Andreux 9 2 0 28 Nov 2023
SecureFedYJ: a safe feature Gaussianization protocol for Federated Learning Tanguy Marchand Boris Muzellec C. Béguier Jean Ogier du Terrail M. Andreux FedML 20 9 0 04 Oct 2022
FedPseudo: Pseudo value-based Deep Learning Models for Federated Survival Analysis Md Mahmudur Rahman S. Purushotham OOD FedML 22 7 0 12 Jul 2022
SGDE: Secure Generative Data Exchange for Cross-Silo Federated Learning Eugenio Lomurno Alberto Archetti Lorenzo Cazzella Stefano Samele Leonardo Di Perna Matteo Matteucci FedML 19 18 0 24 Sep 2021
A Field Guide to Federated Optimization Jianyu Wang Zachary B. Charles Zheng Xu Gauri Joshi H. B. McMahan ... Mi Zhang Tong Zhang Chunxiang Zheng Chen Zhu Wennan Zhu FedML 167 358 0 14 Jul 2021
Federated Learning on Non-IID Data Silos: An Experimental Study Q. Li Yiqun Diao Quan Chen Bingsheng He FedML OOD 82 936 0 03 Feb 2021
The Future of Digital Health with Federated Learning Nicola Rieke Jonny Hancox Wenqi Li Fausto Milletari H. Roth ... Ronald M. Summers Andrew Trask Daguang Xu Maximilian Baust M. Jorge Cardoso OOD 174 1,690 0 18 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 102 1,229 0 02 Jun 2016