Quantum Computing and Quantum Machine Learning Algorithms for High Energy Physics

Session

Quantum Algorithms: Status and Prospects

Jun 1, 2022, 2:00 PM

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

6/1/22, 2:00 PM

Oral Presentation

12. Introduction to Hybrid Quantum-Classical Machine Learning

Dr Yen-Chi Chen

6/1/22, 2:50 PM

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...