Ilias Karimalis

How Smart Guessing Strategies Can Yield Massive Scalability Improvements for Sparse Decision Tree Optimization

2021 · arXiv (Cornell University)

Sparse decision tree optimization has been one of the most fundamental problems in AI since its inception and is a challenge at the core of interpretable machine learning. Sparse decision tree optimization is computationally hard, …