Publications



Peer reviewed Journals


"Regularized Brain Reading with Shrinkage and Smoothing"
L. Wehbe, A. Ramdas, R. C. Steorts, C. R. Shalizi
Annals of Applied Statistics, 2015.
pdf journal website arXiv bibtex

"Simultaneously uncovering the patterns of brain regions involved in
different story reading subprocesses"

L. Wehbe, B. Murphy, P. Talukdar, A. Fyshe, A. Ramdas, T. Mitchell
PLOS ONE, 2014.
supporting website (data) journal website pdf supplementary material bibtex


"Tracking neural coding of perceptual and semantic features of concrete nouns"
G. Sudre, D. Pomerleau, M. Palatucci, L. Wehbe, A. Fyshe, R. Salmelin and T. Mitchell
NeuroImage, 2012.
journal website pdf bibtex


Peer reviewed Conferences


"Nonparametric Independence Testing for Small Sample Sizes"
L. Wehbe*, A. Ramdas* (equal contribution)
Proceedings of the 2015 International Joint Conference on Artificial Intelligence (IJCAI, oral presentation).
pdf arXiv bibtex

"A Compositional and Interpretable Semantic Space"
A. Fyshe, L. Wehbe, P. Talukdar, B. Murphy and T. Mitchell
Proceedings of the 2015 Conference of the North American Chapter of the ACL, chosen for oral presentation (NAACL 2015).
pdf bibtex


"Aligning context-based statistical models of language with
brain activity during reading"

L. Wehbe, A. Vaswani, K. Knight, T. Mitchell
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP, long paper).
supporting website pdf conference talk video bibtex


refereed conferences and workshops


"The dynamics of information integration in the brain during story reading"
L. Wehbe, A. Vaswani, K. Knight, T. Mitchell
Society for the Neurobiology of Language 2014.


"Tracking story reading in the brain"
L. Wehbe, P. Talukdar, B. Murphy, A. Fyshe, G. Sudre, T. Mitchell
NIPS 2012 Workshop in Machine Learning and Interpretation in NeuroImaging, chosen for oral presentation.


other


"Decomposing neural activity into contributions from distinct tasks"
L. Wehbe, T. Mitchell
Society for Neuroscience meeting, 2011.