Yixin Wang
Yixin Wang
Verified email at columbia.edu - Homepage
Title
Cited by
Cited by
Year
Frequentist Consistency of Variational Bayes
Y Wang, DM Blei
Journal of the American Statistical Association 114 (527), 1147-1161, 2019
1062019
The Blessings of Multiple Causes
Y Wang, DM Blei
Journal of the American Statistical Association, 1-71, 2019
762019
Minimal dispersion approximately balancing weights: asymptotic properties and practical considerations
Y Wang, JR Zubizarreta
Biometrika 107 (1), 93-105, 2020
36*2020
Robust Probabilistic Modeling with Bayesian Data Reweighting
Y Wang, A Kucukelbir, DM Blei
International Conference on Machine Learning, 3646-3655, 2017
35*2017
Causal Inference for Recommender Systems
Y Wang, D Liang, L Charlin, DM Blei
Fourteenth ACM Conference on Recommender Systems, 426-431, 2020
18*2020
Using embeddings to correct for unobserved confounding in networks
V Veitch, Y Wang, DM Blei
arXiv preprint arXiv:1902.04114, 2019
15*2019
Bayesian Inference for Latent Hawkes Processes
SW Linderman, Y Wang, DM Blei
Advances in Approximate Bayesian Inference Workshop, 31st Conference on …, 2017
132017
Variational Bayes under Model Misspecification
Y Wang, DM Blei
Advances in Neural Information Processing Systems, 2019
122019
A Bayesian Hierarchical Model for Spatial Extremes with Multiple Durations
Y Wang, MKP So
Computational Statistics & Data Analysis 95, 39-56, 2016
102016
Black Box FDR
W Tansey, Y Wang, DM Blei, R Rabadan
International Conference on Machine Learning, 4874-4883, 2018
92018
Multiple Causes: A Causal Graphical View
Y Wang, DM Blei
arXiv preprint arXiv:1905.12793, 2019
7*2019
Equal opportunity and affirmative action via counterfactual predictions
Y Wang, D Sridhar, DM Blei
arXiv preprint arXiv:1905.10870, 2019
42019
Evaluating Bayesian models with posterior dispersion indices
A Kucukelbir, Y Wang, DM Blei
International Conference on Machine Learning, 1925-1934, 2017
42017
Towards Clarifying the Theory of the Deconfounder
Y Wang, DM Blei
arXiv preprint arXiv:2003.04948, 2020
22020
The Blessings of Multiple Causes: Rejoinder
Y Wang, DM Blei
Journal of the American Statistical Association 114 (528), 1616-1619, 2019
22019
The Medical Deconfounder: Assessing Treatment Effects with Electronic Health Records
L Zhang, Y Wang, A Ostropolets, JJ Mulgrave, DM Blei, G Hripcsak
Machine Learning for Healthcare, 2019
22019
Comment: Variational autoencoders as empirical bayes
Y Wang, AC Miller, DM Blei
Statistical Science 34 (2), 229-233, 2019
22019
The blessings of multiple causes: A reply to ogburn et al.(2019)
Y Wang, DM Blei
arXiv preprint arXiv:1910.07320, 2019
12019
Large Sample Properties of Matching for Balance
Y Wang, JR Zubizarreta
arXiv preprint arXiv:1905.11386, 2019
12019
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
2020
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