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20212026
most citedTopological Learning for Motion Data via Mixed Coordinates

3 citations · 13 across the 27 of their papers we have counts for

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math.ST2025

Stabilizing the Splits through Minimax Decision Trees

Zhenyuan Zhang, Hengrui Luo

By revisiting the end-cut preference (ECP) phenomenon associated with a single CART (Breiman et al. (1984)), we introduce MinimaxSplit decision trees, a robust alternative to CART…

math.ST2024

Ranking Perspective for Tree-based Methods with Applications to Symbolic Feature Selection

Hengrui Luo, Meng Li

Tree-based methods are powerful nonparametric techniques in statistics and machine learning. However, their effectiveness, particularly in finite-sample settings, is not fully unde…