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8
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A Survey of Statistical Network Models
– Anna Goldenberg, Stephen E. Fienberg, Alice X. Zheng, Edoardo M. Airoldi
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Random function priors for exchangeable arrays with applications to graphs and . . .
– James Robert Lloyd, Peter Orbanz, Zoubin Ghahramani, Daniel M. Roy
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applications to graphs
– James Robert Lloyd, Peter Orbanz, Zoubin Ghahramani, Daniel M. Roy
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16
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Nonparametric Latent Feature Models for Link Prediction
– Kurt T. Miller, Thomas L. Griffiths, Michael I. Jordan
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3
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The Indian Buffet Process: An Introduction and Review
– Thomas L. Griffiths
- 2011
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Exploiting compositionality to explore a large space of model structures
– Roger B. Grosse, Comp Sci, Ruslan Salakhutdinov, William T. Freeman, Comp Sci, Joshua B. Tenenbaum
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3
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Dynamic egocentric models for citation networks
– Duy Q. Vu, Arthur U. Asuncion, David R. Hunter, Padhraic Smyth
- 2011
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2
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Stochastic Relational Models for Large-scale Dyadic Data using MCMC
– Shenghuo Zhu, Kai Yu, Yihong Gong
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Distance Dependent Infinite Latent Feature Models
– Samuel J. Gershman, Peter I. Frazier, David M. Blei
- 2011
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Inferring Interaction Networks using the IBP applied to microRNA Target Prediction
– Hai-son Le, Ziv Bar-joseph
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Infinite Latent SVM for Classification and Multi-task Learning
– Jun Zhu, Ning Chen, Eric P. Xing
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5
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Dependent Indian Buffet Processes
– Sinead Williamson, Peter Orbanz, Zoubin Ghahramani
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2
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Multiscale Community Blockmodel for Network Exploration
– Qirong Ho, Ankur P. Parikh, Le Song, Eric P. Xing
|
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3
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Accelerated Sampling for the Indian Buffet Process Finale Doshi-Velez
– Zoubin Ghahramani
|
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3
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Large Scale Nonparametric Bayesian Inference: Data Parallelisation in the Indian Buffet Process
– Finale Doshi-velez, David Knowles, Shakir Mohamed, Zoubin Ghahramani
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Serial and Parallel Inference in Sparse Nonparametric Latent Factor Models applied to Gene Expression Modeling
– David Knowles
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13
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Nonparametric Factor Analysis with Beta Process Priors
– John Paisley, Lawrence Carin
|
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12
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Variational Inference for the Indian Buffet Process
– Finale Doshi-velez, Kurt T. Miller, Jurgen Van Gael, Yee Whye Teh
- 2009
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6
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Indian Buffet Processes with Power-law Behavior
– Yee Whye Teh, Dilan Görür
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