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Yixin Wang
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The Blessings of Multiple Causes
Y Wang, DM Blei
Journal of the American Statistical Association, 1-71, 2019
1712019
Frequentist Consistency of Variational Bayes
Y Wang, DM Blei
Journal of the American Statistical Association 114 (527), 1147-1161, 2019
1472019
Minimal dispersion approximately balancing weights: asymptotic properties and practical considerations
Y Wang, JR Zubizarreta
Biometrika 107 (1), 93-105, 2020
76*2020
Causal inference for recommender systems
Y Wang, D Liang, L Charlin, DM Blei
Fourteenth ACM Conference on Recommender Systems, 426-431, 2020
74*2020
Robust Probabilistic Modeling with Bayesian Data Reweighting
Y Wang, A Kucukelbir, DM Blei
International Conference on Machine Learning, 3646-3655, 2017
66*2017
Using embeddings to correct for unobserved confounding in networks
V Veitch, Y Wang, DM Blei
Advances in Neural Information Processing Systems, 2019
34*2019
Variational Bayes under Model Misspecification
Y Wang, DM Blei
Advances in Neural Information Processing Systems, 2019
252019
Spatiotemporal Clustering with Neyman-Scott Processes via Connections to Bayesian Nonparametric Mixture Models
Y Wang, A Degleris, AH Williams, SW Linderman
arXiv preprint arXiv:2201.05044, 2022
14*2022
Black Box FDR
W Tansey, Y Wang, DM Blei, R Rabadan
International Conference on Machine Learning, 4874-4883, 2018
122018
A Proxy Variable View of Shared Confounding
Y Wang, DM Blei
International Conference on Machine Learning, 10697-10707, 2021
11*2021
Instrumental variable value iteration for causal offline reinforcement learning
L Liao, Z Fu, Z Yang, Y Wang, M Kolar, Z Wang
arXiv preprint arXiv:2102.09907, 2021
112021
A Bayesian Hierarchical Model for Spatial Extremes with Multiple Durations
Y Wang, MKP So
Computational Statistics & Data Analysis 95, 39-56, 2016
112016
Towards clarifying the theory of the deconfounder
Y Wang, DM Blei
arXiv preprint arXiv:2003.04948, 2020
102020
The Medical Deconfounder: Assessing Treatment Effects with Electronic Health Records (EHRs)
L Zhang, Y Wang, A Ostropolets, JJ Mulgrave, DM Blei, G Hripcsak
Proceedings of Machine Learning Research 1, 22, 2019
9*2019
Desiderata for representation learning: A causal perspective
Y Wang, MI Jordan
arXiv preprint arXiv:2109.03795, 2021
82021
Equal opportunity and affirmative action via counterfactual predictions
Y Wang, D Sridhar, DM Blei
arXiv preprint arXiv:1905.10870, 2019
82019
Multi-source causal inference using control variates
W Guo, S Wang, P Ding, Y Wang, MI Jordan
arXiv preprint arXiv:2103.16689, 2021
72021
The blessings of multiple causes: rejoinder
Y Wang, DM Blei
Journal of the American Statistical Association 114 (528), 1616-1619, 2019
62019
Posterior Collapse and Latent Variable Non-identifiability
Y Wang, DM Blei, JP Cunningham
Advances in Neural Information Processing Systems, 2021
52021
Point process models for sequence detection in high-dimensional neural spike trains
AH Williams, A Degleris, Y Wang, SW Linderman
Advances in Neural Information Processing Systems, 2020
52020
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