Invariant and Transportable Representations for Anti-Causal Domain Shifts

von Jiang, Yibo
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 27 of 50 (2023)

Using Embeddings for Causal Estimation of Peer Influence in Social Networks

von Cristali, Irina
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 21 of 50 (2023)

SENSE AND SENSITIVITY ANALYSIS: SIMPLE POST-HOC ANALYSIS OF BIAS DUE TO UNOBSERVED CONFOUNDING

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

USING EMBEDDINGS TO CORRECT FOR UNOBSERVED CONFOUNDING IN NETWORKS

von Veitch, Victor
Veröffentlicht in NeurIPS (33. : 2019 : Vancouver, British Columbia) 32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 18 of 20 (2020)

ADAPTING NEURAL NETWORKS FOR THE ESTIMATION OF TREATMENT EFFECTS

von Shi, Claudia
Veröffentlicht in NeurIPS (33. : 2019 : Vancouver, British Columbia) 32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 4 of 20 (2020)

ADAPTING TEXT EMBEDDINGS FOR CAUSAL INFERENCE

von VEITCH, VICTOR
Veröffentlicht in Conference on Uncertainty in Artificial Intelligence (36. : 2020 : Online) 36th Conference on Uncertainty in Artificial Intelligence (UAI 2020) ; Volume 2 of 3 (2021)

INVARIANT REPRESENTATION LEARNING FOR TREATMENT EFFECT ESTIMATION

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

VALID CAUSAL INFERENCE WITH (SOME) INVALID INSTRUMENTS

von HARTFORD, JASON
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 6 of 16 (2022)

Counterfactual Invariance to Spurious Correlations in Text Classification

von Veitch, Victor
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 20 of 36 (2022)