research
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10/18/2022
Generalization Properties of Decision Trees on Real-valued and Categorical Features
We revisit binary decision trees from the perspective of partitions of t...
research
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10/29/2021
Improving Generalization Bounds for VC Classes Using the Hypergeometric Tail Inversion
We significantly improve the generalization bounds for VC classes by usi...
research
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10/14/2020