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researcher

Tiago de Souza Farias

4 papers hereh-index 317 citations6 works total

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

author position
  • first author4

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

fields
  • cs.LG2
  • quant-ph2
same name
  • Tiago de Souza Farias — 2 papers, h 1
  • Tiago de Souza Farias — 1 paper

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
20182025
most citedGradient target propagation

6 citations · 10 across the 3 of their papers we have counts for

collaborators
Showing 2025 · quant-phShow all

1 paper · 2 filters

quant-ph2025

A short review on qudit quantum machine learning

Tiago de Souza Farias, Lucas Friedrich, Jonas Maziero

As quantum devices scale toward practical machine learning applications, the binary qubit paradigm faces expressivity and resource efficiency limitations. Multi-level quantum syste…

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