Andrés F. Barrientos

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 7

Top Topics

Differentially Private

Nonparametric Estimation

Bayesian Learning

Dirichlet Process Mixture

Top Venues

Comput. Stat. Data Anal.

J. Priv. Confidentiality

Publications

Joshua Snoke, Claire McKay Bowen, Aaron R. Williams, Andrés F. Barrientos
Incompatibilities Between Current Practices in Statistical Data Analysis and Differential Privacy. CoRR (2023)
Michelle Nixon, Andrés F. Barrientos, Jerome P. Reiter, Aleksandra Slavkovic
A Latent Class Modeling Approach for Differentially Private Synthetic Data for Contingency Tables. J. Priv. Confidentiality 12 (1) (2022)
Takayuki Iguchi, Andrés F. Barrientos, Eric Chicken, Debajyoti Sinha
Nonlinear profile monitoring with single index models. Qual. Reliab. Eng. Int. 37 (7) (2021)
Claudia Wehrhahn, Alejandro Jara, Andrés F. Barrientos
On the small sample behavior of Dirichlet process mixture models for data supported on compact intervals. Commun. Stat. Simul. Comput. 50 (3) (2021)
Andrés F. Barrientos, Antonio Canale
A Bayesian goodness-of-fit test for regression. Comput. Stat. Data Anal. 155 (2021)
Yan Chen, Andrés F. Barrientos, Ashwin Machanavajjhala, Jerome P. Reiter
Is my model any good: differentially private regression diagnostics. Knowl. Inf. Syst. 54 (1) (2018)
Yan Chen, Ashwin Machanavajjhala, Jerome P. Reiter, Andrés F. Barrientos
Differentially Private Regression Diagnostics. ICDM (2016)
Jorge González, Andrés F. Barrientos, Fernando A. Quintana
Bayesian nonparametric estimation of test equating functions with covariates. Comput. Stat. Data Anal. 89 (2015)