Statistical Topic Models for Multi-Label Document Classification
Timothy N Rubin, America Holloway, Padhraic Smyth, Mark Steyvers (In Press), Machine Learning, Journal, Special Issue on Multi-Label Learning.
[ArXiv Preprint]
[Link To Journal]
A Model of Concept Generalization and Feature Representation in Hierarchies
Timothy N Rubin, Matthew D Zeigenfuze, Mark Steyvers (2011; accepted) To be presented at: 33rd Annual Conference of the 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)