Optimal survival trees
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Publication:2102354
DOI10.1007/s10994-021-06117-0OpenAlexW4226400409WikidataQ120689892 ScholiaQ120689892MaRDI QIDQ2102354
Jack Dunn, Agni Orfanoudaki, Emma Gibson, Dimitris J. Bertsimas
Publication date: 28 November 2022
Published in: Machine Learning (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2012.04284
Uses Software
Cites Work
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- Deep learning for time series classification: a review
- Random survival forests
- A bias-variance analysis of a real world learning problem: The CoIL challenge 2000
- Learning optimal decision trees using constraint programming
- Rationale and applications of survival tree and survival ensemble methods
- A novel hybrid RBF neural networks model as a forecaster
- Stratification by stepwise regression, correspondence analysis and recursive partition: A comparison of three methods of analysis for survival data with covariates
- Constructing optimal binary decision trees is NP-complete
- Nonparametric inference for a family of counting processes
- A data-driven software tool for enabling cooperative information sharing among police departments
- Tree-based multivariate regression and density estimation with right-censored data
- A review of survival trees
- Julia: A Fresh Approach to Numerical Computing
- Martingale-based residuals for survival models
- Nonparametric Estimation from Incomplete Observations
- Survival ensembles
- Minimax-optimal classification with dyadic decision trees
- Partial likelihood
- Tensor Algorithms for Advanced Sensitivity Metrics
- L 1-Regularization Path Algorithm for Generalized Linear Models
- Survival Trees by Goodness of Split
- Optimal classification trees
- The elements of statistical learning. Data mining, inference, and prediction
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