QUANTIFYING IGNORANCE IN INDIVIDUAL-LEVEL CAUSAL-EFFECT ESTIMATES UNDER HIDDEN CONFOUNDING

von JESSON, ANDREW
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 7 of 16 (2022)

IDENTIFYING CAUSAL-EFFECT INFERENCE FAILURE WITH UNCERTAINTY-AWARE MODELS

von Jesson, Andrew
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 14 of 27 (2021)

HOW ROBUST ARE THE ESTIMATED EFFECTS OF NONPHARMACEUTICAL INTERVENTIONS AGAINST COVID-19?

von Sharma, Mrinank
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 15 of 27 (2021)

Prioritized Training on Points that Are Learnable, Worth Learning, and Not Yet Learnt

von Mindermann, Sören
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 19 of 33 (2023)