Shattering Inequalities for Learning Optimal Decision Trees

Author:

Boutilier Justin J.,Michini Carla,Zhou Zachary

Publisher

Springer International Publishing

Reference37 articles.

1. Aghaei, S., Azizi, M.J., Vayanos, P.: Learning optimal and fair decision trees for non-discriminative decision-making (2019)

2. Aghaei, S., Gomez, A., Vayanos, P.: Learning optimal classification trees: strong max-flow formulations (2020)

3. Aglin, G., Nijssen, S., Schaus, P.: Learning optimal decision trees using caching branch-and-bound search. Proc. AAAI Conf. Artif. Intell. 34(04), 3146–3153 (2020)

4. Aglin, G., Nijssen, S., Schaus, P.: Pydl8.5: a library for learning optimal decision trees. In: Bessiere, C. (ed.) Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI-20, pp. 5222–5224. International Joint Conferences on Artificial Intelligence Organization, demos (2020)

5. Avellaneda, F.: Efficient inference of optimal decision trees. Proc. AAAI Conf. Artif. Intell. 34(04), 3195–3202 (2020)

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