35 citations · 69 across the 12 of their papers we have counts for
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cs.LG2019★ 1 cited
Multilevel Initialization for Layer-Parallel Deep Neural Network Training
Eric C. Cyr, Stefanie Günther, Jacob B. Schroder
This paper investigates multilevel initialization strategies for training very deep neural networks with a layer-parallel multigrid solver. The scheme is based on the continuous in…
math.NA2019
The Role of Energy Minimization in Algebraic Multigrid Interpolation
James Brannick, Scott P. MacLachlan, Jacob B. Schroder +1
Algebraic multigrid (AMG) methods are powerful solvers with linear or near-linear computational complexity for certain classes of linear systems, Ax=b. Broadening the scope of prob…