63 citations · 357 across the 53 of their papers we have counts for
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cs.LG2017★ 7 cited
Deep neural network initialization with decision trees
K. D. Humbird, J. L. Peterson, R. G. McClarren
In this work a novel, automated process for constructing and initializing deep feed-forward neural networks based on decision trees is presented. The proposed algorithm maps a coll…
physics.comp-ph2017
Mathematical and numerical validation of the simplified spherical harmonics approach for time-dependent anisotropic-scattering transport problems in homogeneous media
Can Pu, Ryan G. McClarren
In this work, we extend the solid harmonics derivation, which was used by Ackroyd et al to derive the steady-state SP equations, to transient problems. The derivation expands t…