106 citations · 495 across the 26 of their papers we have counts for
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cs.LG2023
The Geometric Structure of Fully-Connected ReLU Layers
Jonatan Vallin, Karl Larsson, Mats G. Larson
We formalize and interpret the geometric structure of -dimensional fully connected ReLU layers in neural networks. The parameters of a ReLU layer induce a natural partition of t…
math.NA2023★ 8 cited
Error Estimates for Finite Element Approximations of Viscoelastic Dynamics: The Generalized Maxwell Model
Martin Björklund, Karl Larsson, Mats G. Larson
We prove error estimates for a finite element approximation of viscoelastic dynamics based on continuous Galerkin in space and time, both in energy norm and in norm. The proo…