Search Results for author: Patrick Holzer

Found 3 papers, 1 papers with code

Spectral invariance and maximality properties of the frequency spectrum of quantum neural networks

no code implementations22 Feb 2024 Patrick Holzer, Ivica Turkalj

Quantum Neural Networks (QNNs) are a popular approach in Quantum Machine Learning due to their close connection to Variational Quantum Circuits, making them a promising candidate for practical applications on Noisy Intermediate-Scale Quantum (NISQ) devices.

Quantum Machine Learning

Dynamically Weighted Federated k-Means

1 code implementation23 Oct 2023 Patrick Holzer, Tania Jacob, Shubham Kavane

Federated clustering, an integral aspect of federated machine learning, enables multiple data sources to collaboratively cluster their data, maintaining decentralization and preserving privacy.

Clustering Federated Learning

Fed-DART and FACT: A solution for Federated Learning in a production environment

no code implementations23 May 2022 Nico Weber, Patrick Holzer, Tania Jacob, Enislay Ramentol

Federated Learning as a decentralized artificial intelligence (AI) solution solves a variety of problems in industrial applications.

Federated Learning

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