Quantum Circuit Learning is a computational framework within quantum machine learning that integrates parameterized quantum circuits with classical optimization techniques to enable the training of quantum models for data-driven tasks.
273
Publications
22K
Citations
820
Authors
410
Institutions
Publications per year
2017–2026
237
Parents
Publications
273
Barren plateaus in quantum neural network training landscapes
Jarrod R. McClean, Sergio Boixo, Vadim Smelyanskiy et al. · Nature Communications · 2018 · 2.1K citations · Full text
Computing, Computer Science, Physics +17
Kosuke Mitarai, Makoto Negoro, Masahiro Kitagawa et al. · Physical review. A/Physical review, A · 2018 · 1.6K citations · Full text
Computing, Computer Science, Physics +13
Parameterized quantum circuits as machine learning models
Quantum Science and Technology · 2019 · 1K citations · Full text
Computing, Computer Science, Physics +15
Circuit-centric quantum classifiers
Maria Schuld, Alex Bocharov, Krysta M. Svore et al. · Physical review. A/Physical review, A · 2020 · 1K citations · Full text
Connecting Ansatz Expressibility to Gradient Magnitudes and Barren Plateaus
Zoë Holmes, Kunal Sharma, M. Cerezo et al. · PRX Quantum · 2022 · 582 citations · Full text
Computing, Computer Science, Physics +11
1–5 of 273
Authors
820
- AP
10
h-index
- DT
7
h-index
- HH
5
h-index
- TL
5
h-index
- MH
5
h-index
1–5 of 820
Institutions
410
University College London
London, United Kingdom
13 h-index
33 publications
6K citations
Tsinghua University
Beijing, China
11 h-index
46 publications
3.5K citations
California Institute of Technology
Pasadena, United States
10 h-index
16 publications
716 citations
Centre for Quantum Computation and Communication Technology
Sydney, Australia
10 h-index
18 publications
933 citations
Los Alamos National Laboratory
Los Alamos, United States
9 h-index
28 publications
3.5K citations
University of Technology Sydney
Sydney, Australia
9 h-index
21 publications
884 citations
University of California, Berkeley
Berkeley, United States
8 h-index
9 publications
444 citations
The University of Sydney
Sydney, Australia
7 h-index
17 publications
2.1K citations
1–8 of 410
Venues
- arXiv (Cornell University)
Repository · 31 publications · 871 citations
15
h-index
- Physical review. A/Physical review, A
PRA · 19 publications · 4.1K citations
15
h-index
- PRX Quantum
9 publications · 995 citations
9
h-index
- Physical Review Letters
PRL · 8 publications · 817 citations
8
h-index
- Quantum Machine Intelligence
8 publications · 640 citations
8
h-index
1–5