scientific article; zbMATH DE number 6982327

zbMath1461.68196arXiv1507.05333MaRDI QIDQ4558180

Richard E. Turner, Bernhard Schölkopf, Jonas Peters, Mateo Rojas-Carulla

Publication date: 21 November 2018

Full work available at URL: https://arxiv.org/abs/1507.05333

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

causalitymulti-task learningtransfer learningdomain adaptationdomain generalization

Mathematics Subject Classification ID

Nonparametric hypothesis testing (62G10) Linear regression; mixed models (62J05) Nonparametric estimation (62G05) Learning and adaptive systems in artificial intelligence (68T05)

Related Items

Distributional anchor regression, Deconfounding and Causal Regularisation for Stability and External Validity, Distributionally robust and generalizable inference, From statistical to causal learning, Invariance, causality and robustness, Rejoinder: Invariance, causality and robustness, Unnamed Item, Stabilizing Variable Selection and Regression, Conditional variance penalties and domain shift robustness, Continuous treatment effect estimation via generative adversarial de-confounding

Uses Software

• ImageNet
• AlexNet

Cites Work

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• Statistics for high-dimensional data. Methods, theory and applications.
• Improving predictive inference under covariate shift by weighting the log-likelihood function
• 10.1162/153244304322765658
• Causal Inference Using the Algorithmic Markov Condition
• Maximum Likelihood Estimation for Linear Gaussian Covariance Models