Yuling Yao

Yuling Yao

Columbia University New York - New York / United States
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 913247
person_outline Yuling Yao's MOST POPULAR ARTICLES
1-) loo: Efficient leave-one-out cross-validation and WAIC for Bayesian modelsA Vehtari, J Gabry, Y Yao, A GelmanR package. https://cran.r-project.org/web/packages/loo/index.html, 20185202018
2-) Using stacking to average Bayesian predictive distributionsY Yao, A Vehtari, D Simpson, A GelmanBayesian Analysis 13, 917--1003, 20183892018
3-) Pareto smoothed importance samplingA Vehtari, D Simpson, A Gelman, Y Yao, J GabryarXiv preprint arXiv:1507.02646, 20192372019
4-) Bayesian workflowA Gelman, A Vehtari, D Simpson, CC Margossian, B Carpenter, Y Yao, ...arXiv preprint arXiv:2011.01808, 20203622020
5-) Yes, but did it work?: Evaluating variational inferenceY Yao, A Vehtari, D Simpson, A Gelman35th International Conference on Machine Learning (ICML), 20181902018