| Edge-exchangeable graphs and sparsity D Cai, T Campbell, T Broderick Advances in Neural Information Processing Systems 29, 4242-4250, 2016 | 111 | 2016 |
| Finite mixture models do not reliably learn the number of components D Cai, T Campbell, T Broderick Proceedings of the 38th International Conference on Machine Learning 139 …, 2021 | 69 | 2021 |
| Exchangeable trait allocations T Campbell, D Cai, T Broderick Electronic Journal of Statistics 12 (2), 2290-2322, 2018 | 33 | 2018 |
| Weighted Meta-Learning D Cai, R Sheth, L Mackey, N Fusi ICML 2020 Workshop on Automated Machine Learning, 2020 | 24 | 2020 |
| A Bayesian Nonparametric View on Count-Min Sketch D Cai, M Mitzenmacher, RP Adams Advances in Neural Information Processing Systems 31, 8781-8790, 2018 | 21 | 2018 |
| Batch and match: black-box variational inference with a score-based divergence D Cai, C Modi, L Pillaud-Vivien, CC Margossian, RM Gower, DM Blei, ... Proceedings of the 41st International Conference on Machine Learning 235 …, 2024 | 20 | 2024 |
| EigenVI: score-based variational inference with orthogonal function expansions D Cai, C Modi, CC Margossian, RM Gower, DM Blei, LK Saul Advances in Neural Information Processing Systems 37, 132691-132721, 2024 | 19 | 2024 |
| An iterative step-function estimator for graphons D Cai, N Ackerman, C Freer arXiv preprint arXiv:1412.2129, 2014 | 19 | 2014 |
| Optimizing the design of spatial genomic studies A Jones, D Cai, D Li, BE Engelhardt Nature Communications 15, 4987, 2024 | 17* | 2024 |
| Probabilistic Prediction of Material Stability: Integrating Convex Hulls into Active Learning A Novick, D Cai, Q Nguyen, R Garnett, RP Adams, E Toberer Materials Horizons 11, 5381-5393, 2024 | 15 | 2024 |
| Kernel density Bayesian inverse reinforcement learning A Mandyam, D Li, D Cai, A Jones, BE Engelhardt Transactions on Machine Learning Research, 2024 | 14* | 2024 |
| Slice sampling reparameterization gradients DM Zoltowski, D Cai, RP Adams Advances in Neural Information Processing Systems 34, 23532-23544, 2021 | 13 | 2021 |
| Priors on exchangeable directed graphs D Cai, N Ackerman, C Freer Electronic Journal of Statistics 10 (2), 3490-3515, 2016 | 13 | 2016 |
| Multi-fidelity Monte Carlo: a pseudo-marginal approach D Cai, RP Adams Advances in Neural Information Processing Systems 35, 21654--21667, 2022 | 12 | 2022 |
| Completely random measures for modeling power laws in sparse graphs D Cai, T Broderick NIPS 2015 Workshop on Networks in the Social and Information Sciences, 2015 | 12* | 2015 |
| Active multi-fidelity Bayesian online changepoint detection GW Gundersen, D Cai, C Zhou, BE Engelhardt, RP Adams Proceedings of the 37th Conference on Uncertainty in Artificial Intelligence …, 2021 | 11 | 2021 |
| Edge-exchangeable graphs and sparsity T Broderick, D Cai arXiv preprint arXiv:1603.06898, 2016 | 10 | 2016 |
| Batch, match, and patch: low-rank approximations for score-based variational inference C Modi, D Cai, LK Saul Proceedings of the 28th International Conference on Artificial Intelligence …, 2025 | 7 | 2025 |
| Power posteriors do not reliably learn the number of components in a finite mixture D Cai, T Campbell, T Broderick ''I Can't Believe It's Not Better!''NeurIPS 2020 workshop, 2020 | 4 | 2020 |
| Reconstruction of δ13C DIC in the Atlantic Ocean: A Probabilistic Machine Learning Approach for Filling Historical Data Gaps H Gao, Z Wu, Z Sun, D Cai, M Jin, WJ Cai Earth System Science Data Discussions 18, 2443–2467, 2026 | 2 | 2026 |
Tamara BroderickAssociate Professor of EECS, Massachusetts Institute of TechnologyVerified email at mit.edu
Trevor CampbellAssociate Professor, Statistics, UBCVerified email at stat.ubc.ca
Ryan P. AdamsPrinceton UniversityVerified email at princeton.edu
Barbara EngelhardtSenior Investigator, Gladstone Institutes and Professor, Stanford UniversityVerified email at stanford.edu
Lawrence K. SaulSenior Research Scientist, Flatiron InstituteVerified email at flatironinstitute.org
David BleiProfessor of Statistics and Computer Science, Columbia UniversityVerified email at columbia.edu
Didong LiAssistant Professor, Department of Biostatistics, Gillings School of Global Public Health, UNCVerified email at unc.edu
Chirag ModiCenter for Cosmology and Particle Physics, New York UniversityVerified email at flatironinstitute.org
Robert Mansel GowerResearch Scientist, Center for Computational Mathematics, Flatiron Institute, Simons Foundation, NYCVerified email at flatironinstitute.org
Charles C MargossianAssistant Professor, University of British ColumbiaVerified email at ubc.ca
Cameron E. FreerResearch Scientist, MITVerified email at mit.edu
Aishwarya MandyamPhD Student, Stanford UniversityVerified email at stanford.edu
Nicolò FusiVice President & Distinguished Scientist, Microsoft ResearchVerified email at microsoft.com
Lester MackeyMicrosoft Research and Stanford UniversityVerified email at microsoft.com
Loucas Pillaud-VivienEcole Nationale Des PontsVerified email at enpc.fr
Roman GarnettWashington University in St. LouisVerified email at wustl.edu
Eric TobererProfessor of Physics; Director of Materials Science Program, Colorado School of MinesVerified email at mines.edu
