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Mario Souto

4 papers hereh-index 587 citations6 works total

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

author position
  • first author2
  • middle author1
  • last author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • stat.AP2
  • math.OC1
  • stat.CO1

identity via Semantic Scholar / OpenAlex

activity
20162019
most citedAdaptive Filter for Automatic Identification of Multiple Faults in a Noisy OTDR Profile

32 citations · 40 across the 3 of their papers we have counts for

collaborators
Showing 2016Show all

2 papers · 1 filter

stat.AP2016★ 1 cited

ℓ1​ Adaptive Trend Filter via Fast Coordinate Descent

Mario Souto, Joaquim D. Garcia, Gustavo C. Amaral

Identifying the unknown underlying trend of a given noisy signal is extremely useful for a wide range of applications. The number of potential trends might be exponential, which ca…

stat.AP2016★ 32 cited

Adaptive Filter for Automatic Identification of Multiple Faults in a Noisy OTDR Profile

Jean Pierre von der Weid, Mario H. Souto, Joaquim D. Garcia +1

We present a novel methodology able to distinguish meaningful level shifts from typical signal fluctuations. A two-stage regularization filtering can accurately identify the locati…

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