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researcher

K. Nyström

8 papers hereh-index 252.8k citations123 works total

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

author position
  • sole author3
  • first author1
  • middle author1
  • last author3

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • math.AP5
  • stat.ML2
  • math.PR1

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedA Galerkin type method for kinetic Fokker Planck equations based on Hermite expansions

2 citations · 2 across the 7 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

stat.ML2019

Neural ODEs as the Deep Limit of ResNets with constant weights

Benny Avelin, Kaj Nyström

In this paper we prove that, in the deep limit, the stochastic gradient descent on a ResNet type deep neural network, where each layer shares the same weight matrix, converges to t…

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