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

von Rudin, Cynthia
Veröffentlicht in Interfaces (-2018)

Learning Optimal Predictive Checklists

von Zhang, Haoran
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 2 of 36 (2022)

On the Epistemic Limits of Personalized Prediction

von Monteiro Paes, Lucas
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 3 of 50 (2023)

Importance sampling in stochastic programming : a Markov chain Monte Carlo approach

Veröffentlicht in Institute for Operations Research and the Management Sciences INFORMS journal on computing (2015)

PREDICTIVE MULTIPLICITY IN CLASSIFICATION

von Marx, Charles T.
Veröffentlicht in International Conference on Machine Learning (37. : 2020 : Online) 37th International Conference on Machine Learning (ICML 2020) ; Part 9 of 15 (2021)