Survival models show distinct interpolation behaviors driven by loss functions, so overparametrization does not reliably improve generalization as in regression or classification.
Sidak Pal Singh, Aurelien Lucchi, Thomas Hofmann, and Bernhard Sch ¨olkopf
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Understanding Overparametrization in Survival Models through Interpolation
Survival models show distinct interpolation behaviors driven by loss functions, so overparametrization does not reliably improve generalization as in regression or classification.