Sameer K. Deshpande

According to our database, Sameer K. Deshpande authored at least 7 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Oblique Bayesian Additive Regression Trees.

Paul-Hieu V. Nguyen, Ryan Yee, Sameer K. Deshpande

Trans. Mach. Learn. Res., 2025

Posterior contraction and uncertainty quantification for the multivariate spike-and-slab LASSO.

Yunyi Shen, Sameer K. Deshpande

J. Multivar. Anal., 2025

flexBART: Flexible Bayesian Regression Trees with Categorical Predictors.

Sameer K. Deshpande

J. Comput. Graph. Stat., 2025

2024

Are you using test log-likelihood correctly?

Sameer K. Deshpande, Soumya Ghosh, Tin D. Nguyen, Tamara Broderick

Trans. Mach. Learn. Res., 2024

2022

Measuring the robustness of Gaussian processes to kernel choice.

William T. Stephenson, Soumya Ghosh, Tin D. Nguyen, Mikhail Yurochkin, Sameer K. Deshpande, Tamara Broderick

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Measuring the sensitivity of Gaussian processes to kernel choice.

William T. Stephenson, Soumya Ghosh, Tin D. Nguyen, Mikhail Yurochkin, Sameer K. Deshpande, Tamara Broderick

CoRR, 2021

2020

Approximate Cross-Validation for Structured Models.

Soumya Ghosh, William T. Stephenson, Tin D. Nguyen, Sameer K. Deshpande, Tamara Broderick

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020