Jonathan Huggins
Boston University
H-index: 18
North America-United States
Top articles of Jonathan Huggins
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Structurally Aware Robust Model Selection for Mixtures | arXiv preprint arXiv:2403.00687 | Jiawei Li Jonathan H Huggins | 2024/3/1 |
Reproducible parameter inference using bagged posteriors | Electronic Journal of Statistics | Jonathan H Huggins Jeffrey W Miller | 2024 |
Bayesian Analysis | Bayesian Analysis | FO Bunnin JQ Smith F Ruggeri M Sánchez-Sánchez MÁ Sordo | 2021 |
Independent finite approximations for Bayesian nonparametric inference | Bayesian Analysis | Tin D Nguyen Jonathan Huggins Lorenzo Masoero Lester Mackey Tamara Broderick | 2023/1 |
A Targeted Accuracy Diagnostic for Variational Approximations | Yu Wang Mikolaj Kasprzak Jonathan H Huggins | 2023/4/11 | |
Reproducible model selection using bagged posteriors | Bayesian analysis | Jonathan H Huggins Jeffrey W Miller | 2023/3 |
Statistical inference with stochastic gradient algorithms | arXiv preprint arXiv | Jeffrey Negrea Jun Yang Haoyue Feng Daniel M Roy Jonathan H Huggins | 2022/11/14 |
Tuning Stochastic Gradient Algorithms for Statistical Inference via Large-Sample Asymptotics | arXiv preprint arXiv:2207.12395 | Jeffrey Negrea Jun Yang Haoyue Feng Daniel M Roy Jonathan H Huggins | 2022/7/25 |
Robust, automated, and accurate black-box variational inference | arXiv preprint arXiv:2203.15945 | Manushi Welandawe Michael Riis Andersen Aki Vehtari Jonathan H Huggins | 2022/3/29 |
Calibrated model criticism using split predictive checks | arXiv preprint arXiv:2203.15897 | Jiawei Li Jonathan H Huggins | 2022/3/29 |
Challenges and opportunities in high dimensional variational inference | Akash Kumar Dhaka Alejandro Catalina Manushi Welandawe Michael R Andersen Jonathan Huggins | 2021/12/6 | |
The mutational signature comprehensive analysis toolkit (musicatk) for the discovery, prediction, and exploration of mutational signatures | Cancer research | Aaron Chevalier Shiyi Yang Zainab Khurshid Nathan Sahelijo Tong Tong | 2021/12/1 |
Challenges for BBVI with Normalizing Flows | Akash Kumar Dhaka Alejandro Catalina Manushi Welandawe Michael Riis Andersen Jonathan H Huggins | 2021/6/2 | |
Bidirectional contact tracing could dramatically improve COVID-19 control | Nature communications | William J Bradshaw Ethan C Alley Jonathan H Huggins Alun L Lloyd Kevin M Esvelt | 2021/1/11 |
The feasibility of targeted test-trace-isolate for the control of B. 1.1. 7 (preprint) | William Bradshaw Jonathan Huggins Alun Lloyd Kevin Esvelt | 2021 | |
Independent versus truncated finite approximations for Bayesian nonparametric inference | Tin D Nguyen Jonathan H Huggins Lorenzo Masoero Lester Mackey Tamara Broderick | 2020/12/9 | |
Validated variational inference via practical posterior error bounds | Jonathan Huggins Mikolaj Kasprzak Trevor Campbell Tamara Broderick | 2020/6/3 | |
Bidirectional contact tracing is required for reliable COVID-19 control (preprint) | William J Bradshaw Ethan C Alley Jonathan H Huggins Alun L Lloyd Kevin M Esvelt | 2020 | |
Robust, accurate stochastic optimization for variational inference | Advances in Neural Information Processing Systems | Akash Kumar Dhaka Alejandro Catalina Michael R Andersen Måns Magnusson Jonathan Huggins | 2020 |
Co-Authors
