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Yixin Wang
Yixin Wang
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Año
The Blessings of Multiple Causes
Y Wang, DM Blei
Journal of the American Statistical Association 114 (528), 1574-1596, 2019
2932019
Frequentist Consistency of Variational Bayes
Y Wang, DM Blei
Journal of the American Statistical Association 114 (527), 1147-1161, 2019
2372019
Causal inference for recommender systems
Y Wang, D Liang, L Charlin, DM Blei
Proceedings of the 14th ACM Conference on Recommender Systems, 426-431, 2020
183*2020
Minimal dispersion approximately balancing weights: asymptotic properties and practical considerations
Y Wang, JR Zubizarreta
Biometrika 107 (1), 93-105, 2020
1222020
Robust Probabilistic Modeling with Bayesian Data Reweighting
Y Wang, A Kucukelbir, DM Blei
International Conference on Machine Learning, 3646-3655, 2017
1032017
Using embeddings to correct for unobserved confounding in networks
V Veitch, Y Wang, DM Blei
Advances in Neural Information Processing Systems, 2019
65*2019
Interventional causal representation learning
K Ahuja, D Mahajan, Y Wang, Y Bengio
International conference on machine learning, 372-407, 2023
582023
Desiderata for representation learning: A causal perspective
Y Wang, MI Jordan
arXiv preprint arXiv:2109.03795, 2021
562021
Identifiable deep generative models via sparse decoding
GE Moran, D Sridhar, Y Wang, D Blei
Transactions on Machine Learning Research, 2022
49*2022
Variational Bayes under Model Misspecification
Y Wang, DM Blei
Advances in Neural Information Processing Systems, 2019
492019
Posterior Collapse and Latent Variable Non-identifiability
Y Wang, DM Blei, JP Cunningham
Advances in Neural Information Processing Systems, 2021
482021
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
382021
Conformal Sensitivity Analysis for Individual Treatment Effects
M Yin, C Shi, Y Wang, DM Blei
Journal of the American Statistical Association, 1-30, 2022
302022
Learning equilibria in matching markets with bandit feedback
M Jagadeesan, A Wei, Y Wang, MI Jordan, J Steinhardt
Journal of the ACM 70 (3), 1-46, 2023
292023
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
292020
The Sample Complexity of Online Contract Design
B Zhu, S Bates, Z Yang, Y Wang, J Jiao, MI Jordan
Proceedings of the 24th ACM Conference on Economics and Computation, 2023
272023
Spatiotemporal Clustering with Neyman-Scott Processes via Connections to Bayesian Nonparametric Mixture Models
Y Wang, A Degleris, AH Williams, SW Linderman
Journal of American Statistical Association, 2023
26*2023
A Proxy Variable View of Shared Confounding
Y Wang, DM Blei
International Conference on Machine Learning, 10697-10707, 2021
23*2021
Towards clarifying the theory of the deconfounder
Y Wang, DM Blei
arXiv preprint arXiv:2003.04948, 2020
222020
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 Conference, 490-512, 2019
222019
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