Invariant Structure Learning for Better Generalization and Causal
Explainability

Invariant Structure Learning for Better Generalization and Causal Explainability

13 June 2022

Sercan Ö. Arik

Tomas Pfister

Papers citing "Invariant Structure Learning for Better Generalization and Causal Explainability"

4 / 4 papers shown

Title
DAGs with No Fears: A Closer Look at Continuous Optimization for Learning Bayesian Networks Dennis L. Wei Tian Gao Yue Yu CML 56 71 0 18 Oct 2020
Learning Sparse Nonparametric DAGs Xun Zheng Chen Dan Bryon Aragam Pradeep Ravikumar Eric P. Xing CML 111 258 0 29 Sep 2019
Causal Inference in the Presence of Latent Variables and Selection Bias Peter Spirtes Christopher Meek Thomas S. Richardson CML 147 435 0 20 Feb 2013
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 254 7,634 0 03 Jul 2012