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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)

Contact

Noise mitigation via a quantum autoencoder

12 Dec 2022, 15:00
15m
Room R6 (Adelaide Convention Centre)

Room R6

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

Speaker

Nora Tischler

Description

Quantum autoencoders use machine learning techniques to compress quantum data and are predicted to be useful for noise mitigation. Our ongoing work aims to experimentally demonstrate denoising of four-dimensional quantum states.

Primary author

Nora Tischler

Co-author

Dominick Joch

Presentation materials

Abstract__AIPC2022_Noise mitigation via a quantum autoencoder_Dominick_Joch.pdf
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