| On causal discovery with an equal-variance assumption W Chen, M Drton, YS Wang Biometrika 106 (4), 973-980, 2019 | 93 | 2019 |
| High-dimensional causal discovery under non-Gaussianity YS Wang, M Drton Biometrika 107 (1), 41-59, 2020 | 48 | 2020 |
| Gender-based homophily in collaborations across a heterogeneous scholarly landscape YS Wang, CJ Lee, JD West, CT Bergstrom, EA Erosheva Plos one 18 (4), e0283106, 2023 | 19 | 2023 |
| Causal discovery with unobserved confounding and non-Gaussian data YS Wang, M Drton Journal of Machine Learning Research 24 (271), 1-61, 2023 | 19 | 2023 |
| On the use of bootstrap with variational inference: Theory, interpretation, and a two-sample test example YC Chen, YS Wang, EA Erosheva Annals of Applied Statistics 12 (2), 846-876, 2018 | 19 | 2018 |
| Computation of maximum likelihood estimates in cyclic structural equation models M Drton, C Fox, YS Wang Annals of Statistics 47 (2), 663-690, 2019 | 17 | 2019 |
| Direct estimation of differential functional graphical models B Zhao, YS Wang, M Kolar Advances in Neural Information Processing Systems 32, 2575--2585, 2019 | 13 | 2019 |
| High-dimensional functional graphical model structure learning via neighborhood selection approach B Zhao, PS Zhai, YS Wang, M Kolar Electronic Journal of Statistics 18 (1), 1042-1129, 2024 | 11 | 2024 |
| A variational EM method for mixed membership models with multivariate rank data: An analysis of public policy preferences YS Wang, RL Matsueda, EA Erosheva The Annals of Applied Statistics 11 (3), 1452-1480, 2017 | 9 | 2017 |
| FuDGE: Functional Differential Graph Estimation with fully and discretely observed curves B Zhao, YS Wang, M Kolar Journal of Machine Learning Research 23 (82), 1--82, 2022 | 5 | 2022 |
| Empirical likelihood for linear structural equation models with dependent errors YS Wang, M Drton Stat 6 (1), 434-447, 2017 | 5 | 2017 |
| Robust Inference for High-Dimensional Linear Models via Residual Randomization YS Wang, SK Lee, P Toulis, M Kolar ICML 2021, 2021 | 4 | 2021 |
| Fitting mixed membership models using mixedmem YS Wang, EA Erosheva | 4 | 2015 |
| Confidence Sets for Causal Orderings YS Wang, M Kolar, M Drton arXiv preprint arXiv:2305.14506, 2023 | 2 | 2023 |
| On the relationship between set-based and network-based measures of gender homophily in scholarly publications YS Wang, EA Erosheva arXiv preprint arXiv:1610.09026, 2016 | 2 | 2016 |
| Linear Structural Equation Models with Non-Gaussian Errors: Estimation and Discovery YS Wang | 1 | 2018 |
| Relationship Between Transcatheter Aortic Valve Replacement Wait Time and Mortality in Patients With Symptomatic Severe Aortic Stenosis A Varshney, YS Wang, RA Watson, A Noll, J Rossi, PB Shah, T Kaneko, ... Circulation 138 (Suppl_1), A12195-A12195, 2018 | | 2018 |
Mathias DrtonProfessor of Mathematical Statistics, Technical University of MunichVerified email at tum.de
