Jacquelyn A. Shelton

Publication Activity (10 Years)

Years Active: 2009-2021
Publications (10 Years): 2

Top Topics

Single Image Super Resolution

Convolutional Neural Network

Expectation Maximization

Top Venues

J. Mach. Learn. Res.

Technical University of Berlin, Germany (PHD)

Education History

Technical University of Berlin, Germany

PHD

Publications

Jacquelyn A. Shelton, Przemyslaw Polewski, Wei Yao, Marco Heurich
A hybrid convolutional neural network/active contour approach to segmenting dead trees in aerial imagery. CoRR (2021)
Jacquelyn A. Shelton, Jan Gasthaus, Zhenwen Dai, Jörg Lücke, Arthur Gretton
GP-Select: Accelerating EM Using Adaptive Subspace Preselection. Neural Comput. 29 (8) (2017)
Jacquelyn A. Shelton, Jan Gasthaus, Zhenwen Dai, Jörg Lücke, Arthur Gretton
GP-select: Accelerating EM using adaptive subspace preselection. CoRR (2014)
Abdul-Saboor Sheikh, Jacquelyn A. Shelton, Jörg Lücke
A truncated EM approach for spike-and-slab sparse coding. J. Mach. Learn. Res. 15 (1) (2014)
Jacquelyn A. Shelton, Philip Sterne, Jörg Bornschein, Abdul-Saboor Sheikh, Jörg Lücke
Why MCA? Nonlinear sparse coding with spike-and-slab prior for neurally plausible image encoding. NIPS (2012)
Matthew B. Blaschko, Jacquelyn A. Shelton, Andreas M. Bartels, Christoph H. Lampert, Arthur Gretton
Semi-supervised kernel canonical correlation analysis with application to human fMRI. Pattern Recognit. Lett. 32 (11) (2011)
Jacquelyn A. Shelton, Jörg Bornschein, Abdul-Saboor Sheikh, Pietro Berkes, Jörg Lücke
Select and Sample - A Model of Efficient Neural Inference and Learning. NIPS (2011)
Matthew B. Blaschko, Jacquelyn A. Shelton, Andreas M. Bartels
Augmenting Feature-driven fMRI Analyses: Semi-supervised learning and resting state activity. NIPS (2009)