Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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Year

46 results for Quantum Machine Learning

Frustrated magnets and fermions with Neural Network Quantum States
- - Kenny Jing Choo
  - Antonio Mezzacapo
  - et al.
- 2020
- APS March Meeting 2020
Learning via Many-Body Localized Hidden Born Machine
- - Weishun Zhong
  - Xun Gao
  - et al.
- 2022
- APS March Meeting 2022
Co-design of Quantum Circuit Architectures for Quantum Chemistry
- - Waheeda Banu Saib
  - Kenny Choo
  - et al.
- 2022
- QIP 2022
Quantum Control in the Eye of Artificial Neural Networks
- - Murphy Yuezhen Niu
  - Lior Horesh
  - et al.
- 2020
- QIP 2020
Practical application improvement to Quantum SVM: theory to practice
- - Jae-eun Park
  - Brian Quanz
  - et al.
- 2020
- NeurIPS 2020
QTN-VQC: An End-to-End Learning Framework for Quantum Neural Networks
- - Jun Qi
  - Chao-Han Huck Yang
  - et al.
- 2021
- NeurIPS 2021
A co-design framework of neural networks and quantum circuits towards quantum advantage
- - Weiwen Jiang
  - Jinjun Xiong
  - et al.
- 2021
- Nature Communications
Analytic Theory for the Dynamics of Wide Quantum Neural Networks
- - Junyu Liu
  - Khadijeh Najafi
  - et al.
- 2023
- Physical Review Letters
Quantum Neural Networks for Speech and Natural Language Processing
- - Chao-Han Huck Yang
  - Samuel Yen-Chi Chen
  - et al.
- 2021
- IJCAI 2021
Certified Robustness of Quantum Classifiers against Adversarial Examples through Quantum Noise
- - Jhih-cing Huang
  - Yu-Lin Tsai
  - et al.
- 2023
- ICASSP 2023