Aaron Schein
Aaron Schein
Postdoctoral Fellow in Data Science Institute at Columbia University
Verified email at columbia.edu - Homepage
Title
Cited by
Cited by
Year
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
83*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
482016
Poisson-gamma dynamical systems
A Schein, H Wallach, M Zhou
Advances in Neural Information Processing Systems 29, 5005-5013, 2016
392016
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
182019
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
132014
Poisson-randomized gamma dynamical systems
A Schein, S Linderman, M Zhou, D Blei, H Wallach
Advances in Neural Information Processing Systems, 782-793, 2019
42019
Inferring multilateral relations from dynamic pairwise interactions
A Schein, J Moore, H Wallach
arXiv preprint arXiv:1311.3982, 2013
42013
Allocative Poisson Factorization for Computational Social Science
A Schein
University of Massachusetts Amherst, 2019
22019
The hyperedge event model
B Kim, A Schein, BA Desmarais, H Wallach
arXiv preprint arXiv:1807.08225, 2018
22018
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
A Digital Field Experiment Reveals Large Effects of Friend-to-Friend Texting on Voter Turnout
A Schein, K Vafa, D Sridhar, V Veitch, J Quinn, J Moffet, DM Blei, ...
Available at SSRN 3696179, 2020
2020
A Bayesian Nonparametric Model for Inferring Subclonal Populations from Structured DNA Sequencing Data
S He, A Schein, V Sarsani, P Flaherty
bioRxiv, 2020
2020
Getting It Right for the IPTM
B Kim, A Schein, B Desmarais, H Wallach
2017
What's in a letter?
AJ Schein
2012
Dynamic Bayesian Poisson Tensor Factorization
A Schein, M Zhou, J Paisley, DM Blei, H Wallach
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Articles 1–17