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G. Montavon

58 papers hereh-index 4022.1k citations118 works total

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

author position
  • first author5
  • middle author34
  • last author18

Across the 57 of 58 papers where every author was matched, so the position is known.

fields
  • cs.LG32
  • stat.ML6
  • cs.CL5
  • cs.CV5
  • cs.AI3
  • astro-ph.EP2
same name
  • G. Montavon — 1 paper, h 32

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
20122026
most citedMethods for Interpreting and Understanding Deep Neural Networks

2.8k citations · 9.6k across the 55 of their papers we have counts for

collaborators
Showing 2012 · stat.MLShow all

1 paper · 2 filters

stat.ML2012★ 69 cited

Learning Feature Hierarchies with Centered Deep Boltzmann Machines

Grégoire Montavon, Klaus-Robert Müller

Deep Boltzmann machines are in principle powerful models for extracting the hierarchical structure of data. Unfortunately, attempts to train layers jointly (without greedy layer-wi…

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