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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14 results for Quantum Machine Learning

A co-design framework of neural networks and quantum circuits towards quantum advantage
Weiwen Jiang, Jinjun Xiong, et al.2021Nature Communications
Practical application improvement to Quantum SVM: theory to practice
Jae-eun Park, Brian Quanz, et al.2020NeurIPS 2020
Quantum boosting
Srinivasan Arunachalam, Reevu Maity2020ICML 2020
Quantum Neural Networks for Speech and Natural Language Processing
Chao-Han Huck Yang, Samuel Yen-Chi Chen, et al.2021IJCAI 2021
The power of quantum neural networks
Amira Abbas, David Sutter, et al.2021APS March Meeting 2021
Enhancing Quantum Linear System Algorithm by Richardson Extrapolation
Almudena Carrera Vazquez, Albert Frisch, et al.2020APS March Meeting 2020
A Hybrid Quantum-Classical Algorithm for Training Quantum Boltzmann Machines
Christa Zoufal, Aurélien Lucchi, et al.2020APS March Meeting 2020
Frustrated magnets and fermions with Neural Network Quantum States
Kenny Jing Choo, Antonio Mezzacapo, et al.2020APS March Meeting 2020
Variational Quantum Circuits for Deep Reinforcement Learning
Samuel Yen Chi Chen, Chao Han Huck Yang, et al.2020IEEE Access
Quantum computing models for artificial neural networks
S. Mangini, Francesco Tacchino, et al.2021EPL