How Close Are We to Real Applications of Quantum Extreme Learning Machines?
Please find the slides from the seminar (pdf).
Quantum Extreme Learning Machines (QELMs) adapt classical extreme learning machines for quantum computing, promising faster training with fewer features and potentially improved accuracy.
Despite progress, real-world validation remains limited. This talk explores three practical applications: testing industrial elevator software at Orona, Spain, and use cases in Norway’s public sector—Cancer Registry of Norway and Oslo City’s healthcare department.
These cases showcase QELMs’ competitive performance against classical methods. The talk will also discuss key challenges, ongoing research needs, and future applications.
About the qGAP meeting series
Welcome to qGAP, our seminar series on Quantum Physics and Quantum Technology.
The series of seminars/lectures are meant to cover broadly activities at UiO and elsewhere related to quantum physics and technologies, mainly from a theoretical perspective, though we also welcome experimental talks.
We aim at having regular seminars, discussions of recent articles, presentations by master and PhD students and more. We aim for this series to be a combination of research talks and journal clubs.
Educational topics are also most welcome.
Please feel free to suggest speakers, yourself included!
Get in touch with Gunnar Lange to suggest a speaker or if you would like to be included in the mailing list.
All are welcome!
Upcoming:
25. April Kristian Wold (OsloMet) i qGap