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researcher

Matías Vera

13 papers hereh-index 6123 citations23 works total

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

author position
  • first author7
  • middle author6

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • stat.ML4
  • eess.IV3
  • cs.CL2
  • cs.LG2
  • cs.AI1
  • cs.IT1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedCollaborative Information Bottleneck

11 citations · 34 across the 13 of their papers we have counts for

collaborators
Showing 2018Show all

1 paper · 1 filter

stat.ML2018★ 6 cited

The Role of Information Complexity and Randomization in Representation Learning

Matías Vera, Pablo Piantanida, Leonardo Rey Vega

A grand challenge in representation learning is to learn the different explanatory factors of variation behind the high dimen- sional data. Encoder models are often determined to o…

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