CONDITIONAL INDEPENDENCE TESTING USING GENERATIVE ADVERSARIAL NETWORKS

von Bellot, Alexis
Veröffentlicht in NeurIPS (33. : 2019 : Vancouver, British Columbia) 32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 3 of 20 (2020)

POLICY ANALYSIS USING SYNTHETIC CONTROLS IN CONTINUOUS-TIME

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

APPLICATION OF KERNEL HYPOTHESIS TESTING ON SET-VALUED DATA

von Bellot, Alexis
Veröffentlicht in Conference on Uncertainty in Artificial Intelligence (37. : 2021 : Online) 37th Conference on Uncertainty in Artificial Intelligence (UAI 2021) ; Part 1 of 3 (2022)

A KERNEL TWO-SAMPLE TEST WITH SELECTION BIAS

von Bellot, Alexis
Veröffentlicht in Conference on Uncertainty in Artificial Intelligence (37. : 2021 : Online) 37th Conference on Uncertainty in Artificial Intelligence (UAI 2021) ; Part 1 of 3 (2022)

MIRACLE: Causally-Aware Imputation via Learning Missing Data Mechanisms

von Kyono, Trent
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 29 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)