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researcher

Mathias Berglund

8 papers hereh-index 92.1k citations18 works total

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

author position
  • first author2
  • middle author6

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

fields
  • cs.LG3
  • cs.NE2
  • cs.AI1
  • cs.CV1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20132024
most citedSemi-Supervised Learning with Ladder Networks

582 citations · 739 across the 8 of their papers we have counts for

collaborators
Showing 2015 · cs.NEShow all

1 paper · 2 filters

cs.NE2015★ 582 cited

Semi-Supervised Learning with Ladder Networks

Antti Rasmus, Harri Valpola, Mikko Honkala +2

We combine supervised learning with unsupervised learning in deep neural networks. The proposed model is trained to simultaneously minimize the sum of supervised and unsupervised c…

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