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Aaron Schein
Aaron Schein
Assistant Professor of Statistics & Data Science at the University of Chicago
uchicago.edu의 이메일 확인됨 - 홈페이지
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Bayesian Poisson tensor factorization for inferring multilateral relations from sparse dyadic event counts
A Schein, J Paisley, DM Blei, H Wallach
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015
117*2015
Bayesian Poisson Tucker decomposition for learning the structure of international relations
A Schein, M Zhou, DM Blei, H Wallach
Proceedings of the 33rd International Conference on International Conference …, 2016
832016
Poisson--Gamma Dynamical Systems
A Schein, M Zhou, H Wallach
Advances in Neural Information Processing Systems 29, 2016
562016
Locally private Bayesian inference for count models
A Schein, ZS Wu, A Schofield, M Zhou, H Wallach
Proceedings of the 36th International Conference on International Conference …, 2019
322019
Poisson-randomized gamma dynamical systems
A Schein, S Linderman, M Zhou, D Blei, H Wallach
Advances in Neural Information Processing Systems 32, 2019
232019
Inferring polyadic events with Poisson tensor factorization
A Schein, J Paisley, DM Blei, H Wallach
Proceedings of the NIPS 2014 Workshop on” Networks: From Graphs to Rich Data, 2014
142014
Assessing the Effects of Friend-to-Friend Texting on Turnout in the 2018 US Midterm Elections
A Schein, K Vafa, D Sridhar, V Veitch, J Quinn, J Moffet, DM Blei, ...
Proceedings of the Web Conference 2021, 2025-2036, 2021
9*2021
The Ordered Matrix Dirichlet for state-space models
N Stoehr, BJ Radford, R Cotterell, A Schein
International Conference on Artificial Intelligence and Statistics, 1888-1903, 2023
6*2023
An ordinal latent variable model of conflict intensity
N Stoehr, LT Hennigen, J Valvoda, R West, R Cotterell, A Schein
arXiv preprint arXiv:2210.03971, 2022
62022
Allocative Poisson Factorization for Computational Social Science
A Schein
University of Massachusetts Amherst, 2019
62019
The hyperedge event model
B Kim, A Schein, BA Desmarais, H Wallach
arXiv preprint arXiv:1807.08225, 2018
62018
Sentiment as an Ordinal Latent Variable
N Stoehr, R Cotterell, A Schein
Proceedings of the 17th Conference of the European Chapter of the …, 2023
32023
Inferring multilateral relations from dynamic pairwise interactions
A Schein, J Moore, H Wallach
arXiv preprint arXiv:1311.3982, 2013
32013
Doubly non-central beta matrix factorization for DNA methylation data
A Schein, A Nagulpally, H Wallach, P Flaherty
Uncertainty in Artificial Intelligence, 1895-1904, 2021
22021
A Bayesian nonparametric model for inferring subclonal populations from structured DNA sequencing data
S He, A Schein, V Sarsani, P Flaherty
The annals of applied statistics 15 (2), 925, 2021
22021
International Multicultural Name Matching Competition: Design, Execution, Results, and Lessons Learned.
KJ Miller, ES Richerson, S McLeod, J Finley, A Schein
LREC, 3111-3117, 2012
22012
A Variational Inference Approach for Locally Private Inference of Poisson Factorization Models
A Schofield, A Schein, ZS Wu, H Wallach
Proceedings of the NeurIPS Workshop on Privacy Preserving Machine Learning …, 2018
12018
A network model for dynamic textual communications with application to government email corpora
B Kim, A Schein, BA Desmarais, H Wallach
Tenth Political Networks Conference, The Ohio State University. Columbus, OH, 2017
12017
Estimating conflict losses and reporting biases
BJ Radford, Y Dai, N Stoehr, A Schein, M Fernandez, H Sajid
Proceedings of the National Academy of Sciences 120 (34), e2307372120, 2023
2023
Assessing the Effects of Friend-to-Friend Texting on Turnout in the 2020 US Presidential Election
A Schein, DM Blei, DP Green
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