When Machine Learning Meets Quantum Computers: A Case Study
- Weiwen Jiang
- Jinjun Xiong
- et al.
- 2021
- ASP-DAC 2021
Conference paper
Publications
102 results for Quantum Machine Learning
Practical application improvement to Quantum SVM: theory to practice
- Jae-eun Park
- Brian Quanz
- et al.
- 2020
- NeurIPS 2020
Workshop paperQuantum implementation of an artificial feed-forward neural network
- Francesco Tacchino
- Panagiotis Kl. Barkoutsos
- et al.
- 2020
- Quantum Science and Technology
PaperAn quantum algorithm for feedforward neural networks tested on existing quantum hardware
- Francesco Tacchino1
- Dario Gerace
- et al.
- 2020
- ESANN 2020
Conference paperVariational learning for quantum artificial neural networks
- Francesco Tacchino
- Panagiotis Kl. Barkoutsos
- et al.
- 2020
- QCE 2020
Conference paperQuantum boosting
- Srinivasan Arunachalam
- Reevu Maity
- 2020
- ICML 2020
Conference paperA Hybrid Quantum-Classical Algorithm for Training Quantum Boltzmann Machines
- Christa Zoufal
- Aurélien Lucchi
- et al.
- 2020
- APS March Meeting 2020
TalkFrustrated magnets and fermions with Neural Network Quantum States
- Kenny Jing Choo
- Antonio Mezzacapo
- et al.
- 2020
- APS March Meeting 2020
TalkEnhancing Quantum Linear System Algorithm by Richardson Extrapolation
- Almudena Carrera Vazquez
- Albert Frisch
- et al.
- 2020
- APS March Meeting 2020
TalkQuantum Control in the Eye of Artificial Neural Networks
- Murphy Yuezhen Niu
- Lior Horesh
- et al.
- 2020
- QIP 2020
Poster