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05/24/2023
Deep Learning for Survival Analysis: A Review
The influx of deep learning (DL) techniques into the field of survival a...
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12/10/2022
Scoring rules in survival analysis
Scoring rules promote rational and good decision making and predictions ...
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05/26/2022
Flexible Group Fairness Metrics for Survival Analysis
Algorithmic fairness is an increasingly important field concerned with d...
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12/09/2021
Evaluation of survival distribution predictions with discrimination measures
In this paper we consider how to evaluate survival distribution predicti...
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01/13/2021
Designing Machine Learning Toolboxes: Concepts, Principles and Patterns
Machine learning (ML) and AI toolboxes such as scikit-learn or Weka are ...
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09/07/2020
distr6: R6 Object-Oriented Probability Distributions Interface in R
distr6 is an object-oriented (OO) probability distributions interface le...
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08/18/2020
mlr3proba: An R Package for Machine Learning in Survival Analysis
As machine learning has become increasingly popular over the last few de...
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12/18/2018