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)

Training quantum neural networks with an unbounded loss function

13 Dec 2022, 14:00
30m
Room R6 (Adelaide Convention Centre)

Room R6

Adelaide Convention Centre

Invited talk AIP: Quantum Science and Technology AIP: Quantum Science and Technology

Speaker

Dr Maria Kieferova (University of Technology Sydney)

Description

In this work, we examine the assumptions that give rise to barren plateaus in quantum neural networks and show that an unbounded loss function can circumvent the existing no-go results.

Primary author

Dr Maria Kieferova (University of Technology Sydney)

Presentation materials