Timothy N. Rubin

Publication Activity (10 Years)

Years Active: 2011-2017
Publications (10 Years): 4

Top Topics

Statistical Topic Models

Linear Discriminate Analysis

Top Venues

Publications

Yannis Papanikolaou, James R. Foulds, Timothy N. Rubin, Grigorios Tsoumakas
Dense Distributions from Sparse Samples: Improved Gibbs Sampling Parameter Estimators for LDA. J. Mach. Learn. Res. 18 (2017)
Timothy N. Rubin, Oluwasanmi Koyejo, Krzysztof J. Gorgolewski, Michael N. Jones, Russell A. Poldrack, Tal Yarkoni
Decoding brain activity using a large-scale probabilistic functional-anatomical atlas of human cognition. PLoS Comput. Biol. 13 (10) (2017)
Timothy N. Rubin, Oluwasanmi Koyejo, Michael N. Jones, Tal Yarkoni
Generalized Correspondence-LDA Models (GC-LDA) for Identifying Functional Regions in the Brain. NIPS (2016)
Thomas M. Gruenenfelder, Gabriel Recchia, Timothy N. Rubin, Michael N. Jones
Graph-Theoretic Properties of Networks Based on Word Association Norms: Implications for Models of Lexical Semantic Memory. Cogn. Sci. 40 (6) (2016)
Timothy N. Rubin, Brent Kievit-Kylar, Jon Willits, Michael N. Jones
Organizing the space and behavior of semantic models. CogSci (2014)
Timothy N. Rubin, America Chambers, Padhraic Smyth, Mark Steyvers
Statistical topic models for multi-label document classification. Mach. Learn. 88 (1-2) (2012)
Timothy N. Rubin, America Chambers, Padhraic Smyth, Mark Steyvers
Statistical Topic Models for Multi-Label Document Classification CoRR (2011)
Timothy N. Rubin, Matthew D. Zeigenfuse, Mark Steyvers
A Model of Concept Generalization and Feature Representation in Hierarchies. CogSci (2011)