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researcher

Paul-Aymeric McRae

2 papers hereh-index 4165 citations5 works total

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

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • quant-ph1

identity via Semantic Scholar / OpenAlex

most citedQuantum-Enhanced Machine Learning for Covid-19 and Anderson Insulator Predictions

4 citations · 5 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2021★ 1 cited

Memory Augmented Optimizers for Deep Learning

Paul-Aymeric McRae, Prasanna Parthasarathi, Mahmoud Assran +1

Popular approaches for minimizing loss in data-driven learning often involve an abstraction or an explicit retention of the history of gradients for efficient parameter updates. Th…

quant-ph2020★ 4 cited

Quantum-Enhanced Machine Learning for Covid-19 and Anderson Insulator Predictions

Paul-Aymeric McRae, Michael Hilke

Quantum Machine Learning (QML) algorithms to solve classifications problems have been made available thanks to recent advancements in quantum computation. While the number of qubit…

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