-
Contrastive ACE: Domain Generalization Through Alignment of Causal Mechanisms
Domain generalization aims to learn knowledge invariant across different...
06/02/2021 ∙ by Yunqi Wang, et al. ∙
0
∙
share
read it
-
Clustering Causal Additive Noise Models
Additive noise models are commonly used to infer the causal direction fo...
06/08/2020 ∙ by Vahid Partovi Nia, et al. ∙
0
∙
share
read it
-
Domain Generalization via Multidomain Discriminant Analysis
Domain generalization (DG) aims to incorporate knowledge from multiple s...
07/25/2019 ∙ by Shoubo Hu, et al. ∙
5
∙
share
read it
-
Causal Inference and Mechanism Clustering of a Mixture of Additive Noise Models
The inference of the causal relationship between a pair of observed vari...
09/23/2018 ∙ by Shoubo Hu, et al. ∙
0
∙
share
read it
-
A Kernel Embedding-based Approach for Nonstationary Causal Model Inference
Although nonstationary data are more common in the real world, most exis...
09/23/2018 ∙ by Shoubo Hu, et al. ∙
0
∙
share
read it
