Estimating Multi-cause Treatment Effects via Single-cause Perturbation

von Qian, Zhaozhi
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 28 of 36 (2022)

Explaining Latent Representations with a Corpus of Examples

von Crabbe, Jonathan
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 15 of 36 (2022)

UNLABELLED DATA IMPROVES BAYESIAN UNCERTAINTY CALIBRATION UNDER COVARIATE SHIFT

von Chan, Alex J.
Veröffentlicht in International Conference on Machine Learning (37. : 2020 : Online) 37th International Conference on Machine Learning (ICML 2020) ; Part 2 of 15 (2021)

SyncTwin: Treatment Effect Estimation with Longitudinal Outcomes

von Qian, Zhaozhi
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 4 of 36 (2022)

Integrating Expert ODEs into Neural ODEs: Pharmacology and Disease Progression

von Qian, Zhaozhi
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 14 of 36 (2022)

Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations

von Seedat, Nabeel
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 24 of 33 (2023)

LEARNING QUEUEING POLICIES FOR ORGAN TRANSPLANTATION ALLOCATION USING INTERPRETABLE COUNTERFACTUAL SURVIVAL ANALYSIS

von BERREVOETS, JEROEN
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 2 of 16 (2022)