Jacquelyn A. Shelton
4 papers · 2009–2014 · 2 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (19) π Interdisciplinary Bridge π Cross-Pollinator (13) π Renaissance Researcher (5) π§ Keyword Pioneer
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Hot Topic Early Bird
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Conference Polyglot
(2)
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Academic Marathon
(5)
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Trend Setter
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The Questioner
Conferences
NIPS (3)
JMLR (1)
Top co-authors
Keywords
variational inference
(3)
sparse coding
(2)
approximate inference
(1)
source separation
(1)
laplacian regularization
(1)
image denoising
(1)
markov chain monte carlo
(1)
gibbs sampling
(1)
spike-and-slab prior
(1)
mcmc sampling
(1)
v1 simple cells
(1)
resting state fmri
(1)
brain activation
(1)
discriminative regression
(1)
resting state activity
(1)
neural population
(1)
posterior probability distribution
(1)
variational approximation
(1)
posterior approximation
(1)
posterior probability
(1)
Papers
A Truncated EM Approach for Spike-and-Slab Sparse Coding
JMLR 2014
Why MCA? Nonlinear sparse coding with spike-and-slab prior for neurally plausible image encoding
NIPS 2012
Select and Sample - A Model of Efficient Neural Inference and Learning
NIPS 2011
Augmenting Feature-driven fMRI Analyses: Semi-supervised learning and resting state activity
NIPS 2009