Sebastian Moreno Araya 
 Universidad Adolfo Ibañez 
 Faculty of Engineering and Science 
 Building A, Office 212 

I am Sebastian Moreno Araya, an adjunct professor from Universidad Adolfo Ibañez, Chile. I am currently working with Jennifer Neville in statistical relational learning.

Selected Publications

P. Robles, S. Moreno, and J. Neville Sampling of Attributed Networks From Hierarchical Generative Models. In Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2016. PDF

R. Niu, S. Moreno, and J. Neville Analyzing the Transferability of Collective Inference Models Across Networks. In Proceedings of the International Workshop on Information Analysis and Data Mining Over Social Network, DMSN-ICDM 2015. PDF

S. Moreno, J. Pfeiffer III, J. Neville, and S. Kirshner A Scalable Method for Exact Sampling from Kronecker Family Models. In Proceedings of the IEEE International Conference on Data Mining, ICDM 2014. PDF

J. Pfeiffer III, S. Moreno, T. La Fond, J. Neville, and B. Gallagher Attributed Graph Models: Modeling network structure with correlated attributes. In Proceedings of the 23rd International World Wide Web Conference, WWW 2014. PDF

S. Moreno and J. Neville Network Hypothesis Testing Using Mixed Kronecker Product Graph Models. In Proceedings of the IEEE International Conference on Data Mining, ICDM 2013. PDF

S. Moreno, S. Kirshner, and J. Neville. Learning Mixed Kronecker Product Graph Models with Simulated Method of Moments. In Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2013. PDF



Code

Group probability for Kronecker Models (KPGM and mKPGM) code

mixed Kronecker Product Graph Model code

Network hypothesis testing using mKPGM code



Presentations

A Scalable Method for Exact Sampling from Kronecker Family Models. In Proceedings of the IEEE International Conference on Data Mining, ICDM 2014. PDF

Network Hypothesis Testing Using Mixed Kronecker Product Graph Models. In Proceedings of the IEEE International Conference on Data Mining, ICDM 2013. PDF



Posters

Using bayesian network representation for effective sampling from generative network models. Presented at the 5th International Workshop on Statistical Relational AI, 2015. PDF

Learning Mixed Kronecker Product Graph Models with Simulated Method of Moments. Presented at the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013. PDF

Block Kronecker Product Graph Model. Presented at 11th Workshop on Mining and Learning with graphs, 2013. PDF

Statistical Detection of Network-Level Outliers. Presented at NIPS workshop on Scalable Methods for Social Network Analysis, 2012. PDF

Modeling the variance of Network Populations with Mixed kronecker Product Graph Models. Presented at NIPS workshop on Networks Across Disciplines: Theory and Applications, 2010. PDF