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G. Biros

59 papers hereh-index 5110.6k citations236 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author10
  • last author47

Across the 57 of 59 papers where every author was matched, so the position is known.

fields
  • math.NA12
  • cs.DC7
  • cs.LG6
  • q-bio.QM6
  • physics.med-ph5
  • cs.CE3

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedANODE: Unconditionally Accurate Memory-Efficient Gradients for Neural ODEs

79 citations · 111 across the 32 of their papers we have counts for

collaborators
Showing 2019 · math.NAShow all

2 papers · 2 filters

math.NA2019

Fast Approximation of the Gauss-Newton Hessian Matrix for the Multilayer Perceptron

Chao Chen, Severin Reiz, Chenhan Yu +2

We introduce a fast algorithm for entry-wise evaluation of the Gauss-Newton Hessian (GNH) matrix for the fully-connected feed-forward neural network. The algorithm has a precomputa…

math.NA2019

A domain decomposition preconditioning for the integral equation formulation of the inverse scattering problem

Carlos Borges, George Biros

We propose domain decomposition preconditioners for the solution of an integral equation formulation of forward and inverse acoustic scattering problems with point scatterers. We s…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.