TreeWalker: Partial Evaluation for Grouped Tree-Ensemble Inference
arXiv:2610.03939v1 Announce Type: new Abstract: Many inference workloads evaluate a trained tree ensemble on row groups that share feature values: discrete-time survival models expand each patient into $G$ time steps, click-through-rate models score every item in a search session, and scenario anal…
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- 2026-10-06 04:00 · arXiv cs.LG
TreeWalker: Partial Evaluation for Grouped Tree-Ensemble Inference