2 papers
cs.LG2026
Paired Recipient-based Evaluation of Survival Prediction for Deceased Donor Kidney Transplants
Misaki Matsuura, Mohammadreza Nemati, Dulat Bekbolsynov +2
There has been significant interest in using machine learning algorithms to predict kidney transplant outcomes, such as the number of years until a graft inevitably fails. These pr…
cs.LG2026
LIT-LVM: Structured Regularization for Interaction Terms in Linear Predictors using Latent Variable Models
Mohammadreza Nemati, Zhipeng Huang, Kevin S. Xu
Some of the simplest, yet most frequently used predictors in statistics and machine learning use weighted linear combinations of features. Such linear predictors can model non-line…