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2025 ICML ICML 2025

Compressing tree ensembles through Level-wise Optimization and Pruning

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Laurens Devos, Timo Martens, Deniz Can Oruc, Wannes Meert, Hendrik Blockeel, Jesse Davis

Topics

Artificial Intelligence > Core AI > Model Compression Machine Learning > Optimization & Theory > Optimization Machine Learning > Application Areas > Efficient Computing

Keywords

predictive accuracy tree ensemble gradient boosting decision tree leaf prediction compression factor pruning
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