Machine Learning based Discrimination for Excited State Promoted Readout
- Utkarsh Azad
- Helena Zhang
- 2022
- SEC 2022
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83 results for Quantum Machine Learning
QTN-VQC: An End-to-End Learning Framework for Quantum Neural Networks
- Jun Qi
- Chao-Han Huck Yang
- et al.
- 2021
- NeurIPS 2021
WKS23 — Quantum Algorithms for Bio and Life Sciences
- Alexey Galda
- Elica Kyoseva
- et al.
- 2024
- QCE 2024
Challenges and opportunities in quantum optimization
- Amira Abbas
- Andris Ambainis
- et al.
- 2024
- Nature Reviews Physics
A co-design framework of neural networks and quantum circuits towards quantum advantage
- Weiwen Jiang
- Jinjun Xiong
- et al.
- 2021
- Nature Communications
Engineered dissipation to mitigate barren plateaus
- Antonio Sannia
- Francesco Tacchino
- et al.
- 2024
- npj Quantum Information
Analytic Theory for the Dynamics of Wide Quantum Neural Networks
- Junyu Liu
- Khadijeh Najafi
- et al.
- 2023
- Physical Review Letters
Certified Robustness of Quantum Classifiers Against Adversarial Examples Through Quantum Noise
- Jhih-Cing Huang
- Yu-Lin Tsai
- et al.
- 2023
- ICASSP 2023
Learning low-degree quantum objects
- Srinivasan Arunachalam
- Arkopal Dutt
- et al.
- 2024
- ICALP 2024
Classical Verification of Quantum Learning
- Matthias Caro
- Marcel Hinsche
- et al.
- 2024
- ITCS 2024