| A swiss army infinitesimal jackknife R Giordano, W Stephenson, R Liu, M Jordan, T Broderick The 22nd International Conference on Artificial Intelligence and Statistics …, 2019 | 99 | 2019 |
| Scalable adaptation of state complexity for nonparametric hidden Markov models MC Hughes, WT Stephenson, E Sudderth Advances in neural information processing systems 28, 2015 | 25 | 2015 |
| Approximate cross-validation in high dimensions with guarantees W Stephenson, T Broderick International conference on artificial intelligence and statistics, 2424-2434, 2020 | 24 | 2020 |
| Approximate cross-validation for structured models S Ghosh, W Stephenson, TD Nguyen, S Deshpande, T Broderick Advances in neural information processing systems 33, 8741-8752, 2020 | 21 | 2020 |
| Measuring the robustness of Gaussian processes to kernel choice WT Stephenson, S Ghosh, TD Nguyen, M Yurochkin, SK Deshpande, ... arXiv preprint arXiv:2106.06510, 2021 | 20 | 2021 |
| Can we globally optimize cross-validation loss? Quasiconvexity in ridge regression W Stephenson, Z Frangella, M Udell, T Broderick Advances in Neural Information Processing Systems 34, 24352-24364, 2021 | 8 | 2021 |
| Sparse approximate cross-validation for high-dimensional glms W Stephenson, T Broderick arXiv preprint arXiv:1905.13657, 2019 | 6 | 2019 |
| Reconstructing probabilistic trees of cellular differentiation from single-cell RNA-seq data M Shiffman, WT Stephenson, G Schiebinger, J Huggins, T Campbell, ... arXiv preprint arXiv:1811.11790, 2018 | 6 | 2018 |
| Return of the infinitesimal jackknife R Giordano, W Stephenson, R Liu, MI Jordan, T Broderick arXiv preprint arXiv:1806.00550, 2018 | 6 | 2018 |
| Approximate cross-validation with low-rank data in high dimensions W Stephenson, M Udell, T Broderick Advances in Neural Information Processing Systems 33, 9830-9840, 2020 | 3 | 2020 |
| Understanding Covariance Estimates in Expectation Propagation W Stephenson, T Broderick Advances in approximate Bayesian inference, Neural information processing (NIPS), 2016 | 1 | 2016 |
| A Swiss army infinitesimal jackknife MI Jordan, WT Stephenson, TA Broderick PMLR, 2019 | | 2019 |
| Approximate cross validation for sparse generalized linear models WT Stephenson Massachusetts Institute of Technology, 2019 | | 2019 |
| Global-Local Airborne Mapping (GLAM): Reconstructing a City from Aerial Videos H Vohra, M Bazik, M Antone, J Mundy, W Stephenson arXiv preprint arXiv:1706.01580, 2017 | | 2017 |
| Supplementary Material: Scalable Adaptation of State Complexity for Nonparametric Hidden Markov Models MC Hughes, W Stephenson, EB Sudderth | | |
| Sensitivity of Bayesian Inference to Data Perturbations L Masoero, WT Stephenson, T Broderick | | |
