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Combinatorial causal discovery methods, previously limited by redundant scoring, can now scale to hundreds of variables in minutes with a novel spline-based score-evaluation technique.
Uncover hidden drivers of disparity: pinpoint the specific combinations of characteristics that explain outcome gaps between populations.
Ditch the restrictive assumptions: Sysurv uses differentiable random survival forests to automatically discover interpretable subgroups with exceptional survival rates.