OpenAlex | Bayesian Inference over the Stiefel Manifold via the Givens Representation

Bayesian Inference over the Stiefel Manifold via the Givens Representation

Work

Year: 2020

Type: article

Abstract: We introduce an approach based on the Givens representation for posterior inference in statistical models with orthogonal matrix parameters, such as factor models and probabilistic principal component... more

Source: Bayesian Analysis

Authors Arya Pourzanjani, Richard M. Jiang, Brian Mitchell, Paul J. Atzberger, Linda Petzold

Institution University of California, Santa Barbara

Cites: 25

Cited by: 10

Related to: 10

FWCI: 0.59

Citation percentile (by year/subfield): 78.22

Topic: Bayesian Methods and Mixture Models

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Sustainable Development Goal Reduced inequalities

Open Access status: diamond