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researcher

Guillaume Verdon

16 papers hereh-index 111.8k citations17 works total

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

author position
  • first author7
  • middle author4
  • last author4

Across the 15 of 16 papers where every author was matched, so the position is known.

fields
  • quant-ph12
  • cs.ET2
  • cs.LG2

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedChallenges and Opportunities in Quantum Machine Learning

709 citations · 1.3k across the 15 of their papers we have counts for

collaborators
Showing 2018Show all

1 paper · 1 filter

quant-ph2018★ 71 cited

A Universal Training Algorithm for Quantum Deep Learning

Guillaume Verdon, Jason Pye, Michael Broughton

We introduce the Backwards Quantum Propagation of Phase errors (Baqprop) principle, a central theme upon which we construct multiple universal optimization heuristics for training…

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