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A Moving-Horizon Approximate Branch-and-Reduce Method for Deep Classification Trees

arXiv cs.LG ↗ · 2d ago Cached

A new moving-horizon approximate branch-and-reduce method for training near-optimal deep classification trees on large-scale datasets with continuous features, achieving better accuracy than heuristic baselines and far greater scalability than global optimal solvers.

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