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06/28/2022
Target alignment in truncated kernel ridge regression
Kernel ridge regression (KRR) has recently attracted renewed interest du...
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08/19/2021
A Framework for an Assessment of the Kernel-target Alignment in Tree Ensemble Kernel Learning
Kernels ensuing from tree ensembles such as random forest (RF) or gradie...
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01/31/2021
Nonparametric Analysis of Delayed Treatment Effects using Single-Crossing Constraints
Clinical trials involving novel immuno-oncology (IO) therapies frequentl...
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01/07/2021
BDNNSurv: Bayesian deep neural networks for survival analysis using pseudo values
There has been increasing interest in modeling survival data using deep ...
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12/19/2020
(Decision and regression) tree ensemble based kernels for regression and classification
Tree based ensembles such as Breiman's random forest (RF) and Gradient B...
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08/31/2020
Random Forest (RF) Kernel for Regression, Classification and Survival
Breiman's random forest (RF) can be interpreted as an implicit kernel ge...
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08/06/2019