Timothy N. Rubin

Indiana University Bloomington — United States

Computer Science · Physical Sciences

8h-index630citations15works0.02yr avg
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Research Topics

Topic Modeling(6), Advanced Text Analysis Techniques(5), Music and Audio Processing(4), Functional Brain Connectivity Studies(3), Neural dynamics and brain function(2)

Publications15 total

Evidence of disturbances of deep levels of semantic cohesion within personal narratives in schizophrenia
Schizophrenia Research·2017· 46 cited
Decoding brain activity using a large-scale probabilistic functional-anatomical atlas of human cognition
PLoS Computational Biology·2017· 148 citedOpen Access
Dense Distributions from Sparse Samples: Improved Gibbs Sampling Parameter Estimators for LDA
Journal of Machine Learning Research·2017· 21 cited
Decoding brain activity using a large-scale probabilistic functional-anatomical atlas of human cognition
2016· 17 citedOpen Access
Generalized Correspondence-LDA Models (GC-LDA) for Identifying Functional Regions in the Brain
Neural Information Processing Systems·2016· 14 cited
Improved Gibbs Sampling Parameter Estimators for Latent Dirichlet Allocation
arXiv (Cornell University)·2015Open Access
Improving Gibbs Sampling Predictions on Unseen Data for Latent Dirichlet Allocation
arXiv (Cornell University)·2015Open Access
Dense Distributions from Sparse Samples: Improved Gibbs Sampling Parameter Estimators for LDA
arXiv (Cornell University)·2015· 5 citedOpen Access
Organizing the space and behavior of semantic models.
PubMed·2014· 8 citedOpen Access
Classification and categorization in machine learning and psychology
2012
Topic models: A novel method for modeling couple and family text data.
Journal of Family Psychology·2012· 72 citedOpen Access
Statistical topic models for multi-label document classification
Machine Learning·2011· 296 citedOpen Access
Statistical Topic Models for Multi-Label Document Classification
arXiv (Cornell University)·2011· 2 citedOpen Access
A Model of Concept Generalization and Feature Representation in Hierarchies
eScholarship (California Digital Library)·2011Open Access
Spatiotemporal dynamics of the perception of dot displays
Journal of Vision·2010· 1 citedOpen Access

Frequent Co-authors

Mark Steyvers(5), Michael N. Jones(5), Yannis Papanikolaou(4), Grigorios Tsoumakas(4), Oluwasanmi Koyejo(3), Tal Yarkoni(3), James R. Foulds(3), America Chambers(2), Padhraic Smyth(2), Krzysztof J. Gorgolewski(2), Russell A. Poldrack(2), Jon Willits(2), David C. Atkins(1), Michelle A. Doeden(1), Brian R. Baucom(1), Andrew Christensen(1), Kyle S. Minor(1), Paul H. Lysaker(1), Brent Kievit-Kylar(1), Charles Chubb(1)