Causally motivated multi-shortcut identification and removal

von Zheng, Jiayun
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 17 of 50 (2023)

ESTIMATION OF BOUNDS ON POTENTIAL OUTCOMES FOR DECISION MAKING

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

Learning Concept Credible Models for Mitigating Shortcuts

von Wang, Jiaxuan
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 43 of 50 (2023)

Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in Healthcare

von Tang, Shengpu
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 44 of 50 (2023)

EXPLOITING STRUCTURED DATA FOR LEARNING CONTAGIOUS DISEASES UNDER INCOMPLETE TESTING

von MAKAR, MAGGIE
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 10 of 16 (2022)