Statistical Topic Models for Multi-Label Document Classification
Timothy N Rubin, America Holloway, Padhraic Smyth, Mark Steyvers (2012), Machine Learning (Journal);
Special issue on learning from multi-label data.
[ArXiv Preprint]
[Link To Journal]
Topic Models: A Novel Method for Modeling Couple and Family Text Data
David C. Atkins, Timothy N. Rubin, Mark Steyvers, Michelle A. Doeden, Brian R. Baucom, and Andrew Christensen (2012)
Journal of Family Psychology. Advance online publication. doi: 10.1037/a0029607
(PDF)
A Model of Concept Generalization and Feature Representation in Hierarchies
Timothy N Rubin, Matthew D Zeigenfuse, Mark Steyvers (2011) In L. Carlson, C. Hölscher, & T.F. Shipley (Eds.),
Proceedings of the 33rd Annual Conference of the Cognitive Science Society. Austin, TX: Cognitive Science Society
(PDF)
Modeling Tag Dependencies in Tagged Documents
Timothy N Rubin, America Holloway, Padhraic Smyth, Mark Steyvers (2009)
Modeling Tag Dependencies in Tagged Documents. Neural Information Processing Systems Conference [Extended Abstract]
"Applications for Topic Models: Text and Beyond" Workshop.
(PDF)
A Topic Model For Movie Choices and Ratings
Timothy N Rubin, Mark Steyvers (2009) A Topic Model For Movie Choices and Ratings, 9th International Conference on Cognitive Modeling – ICCM 2009, Manchester, UK. (PDF) (Supplementary Material)
Hierarchical Bayesian modeling of individual differences in texture discrimination
Timothy N Rubin, Michael D Lee & Charles Chubb (2008) Hierarchical Bayesian modeling of individual differences in texture discrimination. In V. Sloutsky, B. Love, & K. McRae (Eds.), Proceedings of the 30th Annual Conference of the Cognitive Science Society, pp. 1404-1409 Austin, TX: Cognitive Science Society.
(PDF)
Probabilistic Modeling of Human Choices and Preferences using Ratings Data".
42nd Annual Meeting of the Society for Mathematical Psychology – MathPsych 2009. August 2nd, 2009.
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Slideshow)