Feature Bagging Provides Stability
Yuheng Ma, Qiang Sun
stat.ML, cs.LG, math.ST
Submitted: 2026-07-29
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Stabilizing black-box model selection with the inflated argmax
- Why do Random Forests Work? Understanding Tree Ensembles as Self-Regularizing Adaptive Smoothers
- Assumption-free stability for ranking problems
- Stability via resampling: statistical problems beyond the real line
- The Exact Risks of Reference Panel-based Regularized Estimators
- Adaptive Split Balancing for Optimal Random Forest
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