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cs.LG2023★ 1 cited
Distribution-free risk assessment of regression-based machine learning algorithms
Sukrita Singh, Neeraj Sarna, Yuanyuan Li +3
Machine learning algorithms have grown in sophistication over the years and are increasingly deployed for real-life applications. However, when using machine learning techniques in…
stat.CO2023
DsubCox: A Fast Subsampling Algorithm for Cox Model with Distributed and Massive Survival Data
Haixiang Zhang, Yang Li, HaiYing Wang
To ensure privacy protection and alleviate computational burden, we propose a fast subsmaling procedure for the Cox model with massive survival datasets from multi-centered, decent…