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researcher

A. Lopatnikova

5 papers hereh-index 450 citations17 works total

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

author position
  • first author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cond-mat.mes-hall3
  • quant-ph1
  • stat.CO1

identity via Semantic Scholar / OpenAlex

activity
20012021
most citedStriped States in Quantum Hall Effect: Deriving a Low Energy Theory from Hartree-Fock

26 citations · 43 across the 5 of their papers we have counts for

collaborators
Showing quant-phShow all

1 paper · 1 filter

quant-ph2021★ 4 cited

Quantum Speedup of Natural Gradient for Variational Bayes

Anna Lopatnikova, Minh-Ngoc Tran

Variational Bayes (VB) is a critical method in machine learning and statistics, underpinning the recent success of Bayesian deep learning. The natural gradient is an essential comp…

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