Publications

Sameer K. Deshpande, Soumya Ghosh, Tin Nguyen, Tamara Broderick (2024). Are you using test log-likelihood correctly?. In TMLR.

PDF Poster Video

Kaifu Wang, Hangfeng He, Tin Nguyen, Piyush Kumar, Dan Roth (2023). On regularization and inference with label constraints. In ICML 2023.

Tin Nguyen, Jonathan Huggins, Lorenzo Masoero, Lester Mackey, Tamara Broderick (2023). Independent finite approximations for Bayesian nonparametric inference. Bayesian Analysis Advance Publication.

PDF Cite Slides

William T. Stephenson, Soumya Ghosh, Tin Nguyen, Mikhail Yurochkin, Sameer K. Deshpande, Tamara Broderick (2022). Measuring the robustness of Gaussian processes to kernel choice. In AISTATS 2022.

PDF Cite

Tin Nguyen, Brian L. Trippe, Tamara Broderick (2022). Many processors, little time: MCMC for partitions via optimal transport couplings. In AISTATS 2022.

PDF Cite Code Poster Slides

William T. Stephenson, Soumya Ghosh, Tin Nguyen, Sameer K. Deshpande, Tamara Broderick (2020). Approximate cross-validation for structured models. In NeurIPS 2020.

PDF Cite Code

Brian L. Trippe, Tin Nguyen, Tamara Broderick (2020). Optimal transport couplings of Gibbs samplers on partitions for unbiased estimation. In AABI 2021.

PDF Code

Tin Nguyen, Samory Kpotufe (2018). PAC-Bayes Tree: weighted subtrees with guarantees. In NeurIPS 2018.

PDF Cite Code