Quantum Learning Theory is a theoretical framework within quantum machine learning that formalizes the principles and limits of learning from quantum data, distinguishing itself by integrating quantum computational models with statistical learning theory to analyze the learnability of quantum processes and states.
318
Publications
20.4K
Citations
881
Authors
419
Institutions
Publications per year
2017–2026
223
Parents
Publications
318
An introduction to quantum machine learning
Contemporary Physics · 2014 · 1.2K citations · Full text
Computing, Computer Science, Physics +10
Whither the Future of Controlling Quantum Phenomena?
Herschel Rabitz, Regina de Vivie‐Riedle, Marcus Motzkus et al. · Science · 2000 · 1.1K citations
Natural Sciences, Chemistry, Physics +17
Power of data in quantum machine learning
Nature Communications · 2021 · 654 citations · Full text
Computing, Computer Science, Physics +15
The quest for a Quantum Neural Network
Maria Schuld, Ilya Sinayskiy, Francesco Petruccione · Quantum Information Processing · 2014 · 641 citations · Full text
Computing, Computer Science, Physics +12
Quantum computing for finance: Overview and prospects
Román Orús, Samuel Mugel, Enrique Lizaso · Reviews in Physics · 2019 · 632 citations · Full text
Computing, Computer Science, Finance +15
1–5 of 318
Authors
881
- RG
6
h-index
- VD
6
h-index
- GS
6
h-index
- HJ
6
h-index
- FP
5
h-index
1–5 of 881
Institutions
419
Los Alamos National Laboratory
Los Alamos, United States
8 h-index
32 publications
2.2K citations
Tsinghua University
Beijing, China
8 h-index
17 publications
1.2K citations
University of Science and Technology of China
Hefei, China
7 h-index
23 publications
1.5K citations
University of KwaZulu-Natal
Durban, South Africa
6 h-index
13 publications
4.8K citations
University of Waterloo
Waterloo, Canada
6 h-index
8 publications
465 citations
Massachusetts Institute of Technology
Cambridge, United States
6 h-index
7 publications
509 citations
University of Oxford
Oxford, United Kingdom
5 h-index
11 publications
509 citations
National Institute for Theoretical Physics
Johannesburg, South Africa
5 h-index
7 publications
2.3K citations
1–8 of 419
Venues
- arXiv (Cornell University)
Repository · 37 publications · 1.2K citations
19
h-index
- Quantum Information Processing
11 publications · 995 citations
11
h-index
- Physical review. A/Physical review, A
PRA · 12 publications · 676 citations
11
h-index
- PRX Quantum
8 publications · 896 citations
8
h-index
- Quantum Machine Intelligence
8 publications · 340 citations
8
h-index
1–5