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We introduce Bayesian Poisson Tucker decomposition (BPTD) for modeling country--country interaction event data.
The extension of factor analysis to three-dimensional matrices
Tucker, L. R · 1964
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Foundations of the PARAFAC procedure: Models and conditions for an “explanatory” multimodal factor analysis
Harshman, R · 1970
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Poisson Processes
Kingman, J. F. C · 1972
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A Bayesian analysis of some nonparametric problems
Ferguson, T. S · 1973
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Estimation and prediction for stochastic blockstructures
Nowicki, K. and Snijders, T. A. B · 2001
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Positive tensor factorization
Welling, M. and Weber, M · 2001
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Latent Dirichlet allocation
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Collaborative filtering: A machine learning perspective
Marlin, B · 2004
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Prior distributions for variance parameters in hierarchical models
Gelman, A · 2006
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Learning systems of concepts with an infinite relational model
Kemp, C., Tenenbaum, J. B., Griffiths, T. L., Yamada, T., and Ueda, N · 2006
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Mixed membership stochastic blockmodels
Airoldi, E. M., Blei, D. M., Feinberg, S. E., and Xing, E. P · 2008
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Algorithms for sparse nonnegative Tucker decompositions
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Bayesian inference for nonnegative matrix factorisation models
Cemgil, A. T · 2009
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Nonnegative Matrix and Tensor Factorizations: Applications to Exploratory Multi-Way Data Analysis and Blind Source Separation
Cichocki, A., Zdunek, R., Phan, A. H., and i Amari, S · 2009
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Kolda, T. G. and Bader, B. W · 2009
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Modeling relational events via latent classes
DuBois, C. and Smyth, P · 2010
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Efficient and principled method for detecting communities in networks
Ball, B., Karrer, B., and Newman, M. E. J · 2011
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GDELT: Global data on events, location, and tone, 1979–2012
Leetaru, K. and Schrodt, P · 2013
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Nonparametric Bayesian modeling of complex networks: An introduction
Schmidt, M. N. and Mørup, M · 2013
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Bayesian nonparametric Poisson factorization for recommendation systems
Gopalan, P., Ruiz, F. J. R., Ranganath, R., and Blei, D. M · 2014
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Multilinear tensor regression for longitudinal relational data
Hoff, P · 2014
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Scalable recommendation with Poisson factorization
Gopalan, P., Hofman, J., and Blei, D · 2015
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Equivariant and scale-free Tucker decomposition models
Hoff, P · 2015
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