Timothy N. Rubin

Statistical topic models for multi-label document classification

Timothy N. Rubin, America Chambers, Padhraic Smyth et al. · Machine Learning · 2011 · 296 citations · Full text

Natural Language Processing, Engineering, Information Retrieval +10

Decoding brain activity using a large-scale probabilistic functional-anatomical atlas of human cognition

Timothy N. Rubin, Oluwasanmi Koyejo, Krzysztof J. Gorgolewski et al. · PLoS Computational Biology · 2017 · 147 citations · Full text

Neuropsychology, Engineering, Machine Learning +22

Topic models: A novel method for modeling couple and family text data.

David C. Atkins, Timothy N. Rubin, Mark Steyvers et al. · Journal of Family Psychology · 2012 · 72 citations · Full text

Engineering, Communication, Corpus Linguistics +20

Evidence of disturbances of deep levels of semantic cohesion within personal narratives in schizophrenia

Jon Willits, Timothy N. Rubin, Michael N. Jones et al. · Schizophrenia Research · 2017 · 46 citations

Deep Levels, Psychiatry, Personal Narratives +11

Dense Distributions from Sparse Samples: Improved Gibbs Sampling Parameter Estimators for LDA

Yannis Papanikolaou, James R. Foulds, Timothy N. Rubin et al. · Journal of Machine Learning Research · 2017 · 21 citations

Collapsed Variational Bayes, Engineering, Bayesian Inference +19