University College London; Berlin Institute of Health
Andre Vauvelle, Benjamin Wild, Roland Eils, Spiros Denaxas
Survival Analysis;Censored Data;Semi-supervised Learning;Time-to-event-data;Algorithmic Supervision;Sorting;Risk Prediction;Weakly-supervised Learning;Machine Learning;Cox's Partial Likelihood;Differentiable Sorting Networks;Transitive Inductive Bias;Ranking Losses;Listwise Ranking;Healthcare Applications;Deep Learning;Neural Networks;Top-k Risk Prediction
Differentiable sorting for censored time-to-event data.