Jacquelyn A. Shelton

Semi-supervised kernel canonical correlation analysis with application to human fMRI

Matthew B. Blaschko, Jacquelyn A. Shelton, Andreas Bartels et al. · Pattern Recognition Letters · 2011 · 45 citations · Full text

Computing, Biostatistics, Neuroscience +14

A truncated EM approach for spike-and-slab sparse coding

Abdul-Saboor Sheikh, Jacquelyn A. Shelton, Jörg Lücke · Journal of Machine Learning Research · 2014 · 33 citations

Computing, Data Science, Computational Neuroscience +11

Select and Sample - A Model of Efficient Neural Inference and Learning

Jacquelyn A. Shelton, Abdul Saboor Sheikh, Pietro Berkes et al. · 2011 · 19 citations

Computing, Computer Science, Neuroscience +17

GP-Select: Accelerating EM Using Adaptive Subspace Preselection

Jacquelyn A. Shelton, Jan Gasthaus, Zhenwen Dai et al. · Neural Computation · 2017 · 13 citations · Full text

Computing, Computer Science, Computer Vision +14

Nonlinear Spike-And-Slab Sparse Coding for Interpretable Image Encoding

Jacquelyn A. Shelton, Abdul-Saboor Sheikh, Jörg Bornschein et al. · PLoS ONE · 2015 · 13 citations · Full text

Computing, Computer Science, Computer Vision +16