214 citations · 487 across the 24 of their papers we have counts for
Showing 2014Show all
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stat.ML2014★ 15 cited
GP-select: Accelerating EM using adaptive subspace preselection
Jacquelyn A. Shelton, Jan Gasthaus, Zhenwen Dai +2
We propose a nonparametric procedure to achieve fast inference in generative graphical models when the number of latent states is very large. The approach is based on iterative lat…
cs.DC2014★ 25 cited
Gaussian Process Models with Parallelization and GPU acceleration
Zhenwen Dai, Andreas Damianou, James Hensman +1
In this work, we present an extension of Gaussian process (GP) models with sophisticated parallelization and GPU acceleration. The parallelization scheme arises naturally from the…