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researcher

D. A. Kreplin

9 papers hereh-index 481 citations11 works total

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

author position
  • first author2
  • middle author6

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • quant-ph8
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedReduction of finite sampling noise in quantum neural networks

23 citations · 45 across the 9 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

quant-ph2023★ 3 cited

sQUlearn -- A Python Library for Quantum Machine Learning

David A. Kreplin, Moritz Willmann, Jan Schnabel +3

sQUlearn introduces a user-friendly, NISQ-ready Python library for quantum machine learning (QML), designed for seamless integration with classical machine learning tools like scik…

quant-ph2023★ 23 cited

Reduction of finite sampling noise in quantum neural networks

David A. Kreplin, Marco Roth

Quantum neural networks (QNNs) use parameterized quantum circuits with data-dependent inputs and generate outputs through the evaluation of expectation values. Calculating these ex…

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