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24th Australian Institute of Physics Congress

11–16 Dec 2022
Australia/Adelaide timezone
Co-locating with the 7th International Workshop of Specialty Optical Fibres and Their Applications (WSOF), the Australian and New Zealand Conference on Optics and Photonics (ANZCOP), and the Conference on Optoelectronlc and Microelectronic Materials and Devices (COMMAD)

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Point Exchange Invariant and Automatically Generated Feature Maps in Quantum Support Vector Machines for Practical Applications

13 Dec 2022, 14:45
15m
Room R6 (Adelaide Convention Centre)

Room R6

Adelaide Convention Centre
Talk (preferred) AIP: Quantum Science and Technology AIP: Quantum Science and Technology

Speaker

Jamie Heredge

Description

Inspired by 3D imagining problems we investigate methods of quantum encodings that are invariant to permutations of points in the original input for collections of 3D points (point cloud) data, within the context of a particle physics application.

Author

Jamie Heredge

Co-authors

Charles Hill (The University of Melbourne) Lloyd Hollenberg (The University of Melbourne) Martin Sevior (The University of Melbourne)

Presentation materials

1445 Tue RB6 Heredge.pdf
Point Exchange Invariant and Automatically Generated Feature Maps in Quantum Support Vector Machines for Practical Applications_AIPC2022.docx
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