Measuring the robustness of Gaussian processes to kernel choice WT Stephenson, S Ghosh, TD Nguyen, M Yurochkin, S Deshpande, ... International Conference on Artificial Intelligence and Statistics, 3308-3331, 2022 | 22 | 2022 |
Approximate Cross-Validation for Structured Models S Ghosh, WT Stephenson, TD Nguyen, S Deshpande, T Broderick Advances in Neural Information Processing Systems 33, 2020 | 20 | 2020 |
Many processors, little time: MCMC for partitions via optimal transport couplings TD Nguyen, BL Trippe, T Broderick International Conference on Artificial Intelligence and Statistics, 3483-3514, 2022 | 12 | 2022 |
Independent finite approximations for Bayesian nonparametric inference TD Nguyen, J Huggins, L Masoero, L Mackey, T Broderick Bayesian Analysis Advance Publication, 2023 | 5 | 2023 |
On regularization and inference with label constraints K Wang, H He, TD Nguyen, P Kumar, D Roth International Conference on Machine Learning, 35740-35762, 2023 | 4 | 2023 |
Are you using test log-likelihood correctly? SK Deshpande, S Ghosh, TD Nguyen, T Broderick Transactions of Machine Learning Research, 2024 | 3 | 2024 |
Optimal transport couplings of Gibbs samplers on partitions for unbiased estimation BL Trippe, TD Nguyen, T Broderick arXiv preprint arXiv:2104.04514, 2021 | 3 | 2021 |
PAC-Bayes Tree: weighted subtrees with guarantees TD Nguyen, S Kpotufe Advances in Neural Information Processing Systems 31, 9484-9492, 2018 | | 2018 |