Search Results for author: Sabrina Herbst

Found 2 papers, 1 papers with code

On Optimizing Hyperparameters for Quantum Neural Networks

1 code implementation27 Mar 2024 Sabrina Herbst, Vincenzo De Maio, Ivona Brandic

The increasing capabilities of Machine Learning (ML) models go hand in hand with an immense amount of data and computational power required for training.

Quantum Machine Learning

Streaming IoT Data and the Quantum Edge: A Classic/Quantum Machine Learning Use Case

no code implementations23 Feb 2024 Sabrina Herbst, Vincenzo De Maio, Ivona Brandic

However, challenges such as (1) the encoding of data from the classical to the quantum domain, (2) hyperparameter tuning, and (3) the integration of quantum hardware into a distributed computing continuum limit the adoption of quantum machine learning for urgent analytics.

Distributed Computing Edge-computing +1

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