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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 2013Show all

1 paper · 1 filter

cs.NE2013★ 3 cited

Stochastic Gradient Estimate Variance in Contrastive Divergence and Persistent Contrastive Divergence

Mathias Berglund, Tapani Raiko

Contrastive Divergence (CD) and Persistent Contrastive Divergence (PCD) are popular methods for training the weights of Restricted Boltzmann Machines. However, both methods use an…

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