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researcher

Jakub Sygnowski

12 papers hereh-index 128.2k citations19 works total

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

author position
  • first author1
  • middle author9

Across the 10 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.CL1
  • cs.NE1
  • cs.SC1
  • stat.ML1
same name
  • Jakub Sygnowski — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20162024
most citedMeta-Learning with Latent Embedding Optimization

200 citations · 366 across the 10 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

stat.ML2019★ 57 cited

Task Agnostic Continual Learning via Meta Learning

Xu He, Jakub Sygnowski, Alexandre Galashov +3

While neural networks are powerful function approximators, they suffer from catastrophic forgetting when the data distribution is not stationary. One particular formalism that stud…

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