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researcher

Aleksandar Botev

16 papers hereh-index 162.3k citations20 works total

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

author position
  • first author4
  • middle author10
  • last author2

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • stat.ML7
  • cs.LG5
  • hep-lat3
  • physics.comp-ph1

identity via Semantic Scholar / OpenAlex

activity
20162024
most citedOnline Structured Laplace Approximations For Overcoming Catastrophic Forgetting

179 citations · 294 across the 16 of their papers we have counts for

collaborators
Showing 2018Show all

1 paper · 1 filter

stat.ML2018★ 179 cited

Online Structured Laplace Approximations For Overcoming Catastrophic Forgetting

Hippolyt Ritter, Aleksandar Botev, David Barber

We introduce the Kronecker factored online Laplace approximation for overcoming catastrophic forgetting in neural networks. The method is grounded in a Bayesian online learning fra…

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