Quantum Computing and Quantum Machine Learning Algorithms for High Energy Physics

Session

Quantum Algorithms: Status and Prospects

1 Jun 2022, 14:00

Conveners

Quantum Algorithms: Status and Prospects

• Oliver Baker (Yale University)

7. Quantum Neural Networks and their application to generative learning

Dr Christa Zoufal, Dr Francesco Tacchino

01/06/2022, 14:00

Oral Presentation

12. Introduction to Hybrid Quantum-Classical Machine Learning

Dr Yen-Chi Chen

01/06/2022, 14:50

Recent advances in machine learning (ML) and quantum computing (QC) hardware draw significant attention to building quantum machine learning (QML) applications. In this talk, I will first provide an overview of the hybrid quantum-classical machine learning paradigm. Important ideas such as calculating quantum gradients will be described. Then I will present the recent progress of QML in...