ROBUST LEARNING WITH THE HILBERT-SCHMIDT INDEPENDENCE CRITERION

von Greenfeld, Daniel
Veröffentlicht in International Conference on Machine Learning (37. : 2020 : Online) 37th International Conference on Machine Learning (ICML 2020) ; Part 5 of 15 (2021)

A CAUSAL VIEW OF COMPOSITIONAL ZERO-SHOT RECOGNITION

von Atzmon, Yuval
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 2 of 27 (2021)

CONDITIONAL DISTRIBUTIONAL TREATMENT EFFECT WITH KERNEL CONDITIONAL MEAN EMBEDDINGS AND U-STATISTIC REGRESSION

von PARK, JUNHYUNG
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 11 of 16 (2022)

On Calibration and Out-of-Domain Generalization

von Wald, Yoav
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 3 of 36 (2022)

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)

BANDITS WITH PARTIALLY OBSERVABLE CONFOUNDED DATA

von Tennenholtz, Guy
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)

Causal-BALD: Deep Bayesian Active Learning of Outcomes to Infer Treatment-Effects from Observational Data

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

Scalable Sensitivity and Uncertainty Analyses for Causal-Effect Estimates of Continuous-Valued Interventions

von Jesson, Andrew
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 18 of 50 (2023)

Reinforcement Learning with a Terminator

von Tennenholtz, Guy
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 46 of 50 (2023)