Work

Efficient Bayesian shape-restricted function estimation with constrained Gaussian process priors

Year: 2020

Type: article

Source: Statistics and Computing

DOI: 10.1007/s11222-020-09922-0

Authors: Pallavi Ray, Debdeep Pati, Anirban Bhattacharya

Institution: Texas A&M University

Language: English

Topic: Gaussian Processes and Bayesian Inference

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

Funder: National Science Foundation

Awards: CAREER: Bayesian Generalized Shrinkage: An Encompassing Model Approach, Collaborative Research: Scalable Bayesian Methods for Complex Data with Optimality Guarantees

OpenAlex ID: W2914126980

FWCI: 0.688

Cites: 39

Cited by: 16

Related to: 10