Optimized scoring systems : toward trust in machine learning for healthcare and criminal justice

von Rudin, Cynthia
Veröffentlicht in Interfaces (-2018)

BANDITS FOR BMO FUNCTIONS

von Wang, Tianyu
Veröffentlicht in International Conference on Machine Learning (37. : 2020 : Online) 37th International Conference on Machine Learning (ICML 2020) ; Part 13 of 15 (2021)

The big data newsvendor : practical insights from machine learning

von Ban, Gah-Yi
Veröffentlicht in Operations research (2019)

OPTIMAL SPARSE DECISION TREES

von Hu, Xiyang
Veröffentlicht in NeurIPS (33. : 2019 : Vancouver, British Columbia) 32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 10 of 20 (2020)

A theory of statistical inference for ensuring the robustness of scientific results

von Coker, Beau
Veröffentlicht in Management science (2021)

FasterRisk: Fast and Accurate Interpretable Risk Scores

von Liu, Jiachang
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 23 of 50 (2023)

GENERALIZED AND SCALABLE OPTIMAL SPARSE DECISION TREES

von Lin, Jimmy
Veröffentlicht in International Conference on Machine Learning (37. : 2020 : Online) 37th International Conference on Machine Learning (ICML 2020) ; Part 8 of 15 (2021)

ADAPTIVE HYPER-BOX MATCHING FOR INTERPRETABLE INDIVIDUALIZED TREATMENT EFFECT ESTIMATION

von MORUCCI, MARCO
Veröffentlicht in Conference on Uncertainty in Artificial Intelligence (36. : 2020 : Online) 36th Conference on Uncertainty in Artificial Intelligence (UAI 2020) ; Volume 3 of 3 (2021)

Analytics for power grid distribution reliability in New York City

Veröffentlicht in Interfaces (2014)

Exploring the Whole Rashomon Set of Sparse Decision Trees

von Xin, Rui
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 19 of 50 (2023)