Marco Roth

According to our database, Marco Roth authored at least 7 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Quantum Gaussian process regression for Bayesian optimization.

Frederic Rapp, Marco Roth

Quantum Mach. Intell., June, 2024

Quantum Kernel Methods under Scrutiny: A Benchmarking Study.

Jan Schnabel, Marco Roth

CoRR, 2024

Reinforcement learning-based architecture search for quantum machine learning.

Frederic Rapp, David A. Kreplin, Marco F. Huber, Marco Roth

CoRR, 2024

2023

sQUlearn - A Python Library for Quantum Machine Learning.

David A. Kreplin, Moritz Willmann, Jan Schnabel, Frederic Rapp, Marco Roth

CoRR, 2023

Reduction of finite sampling noise in quantum neural networks.

David Kreplin, Marco Roth

CoRR, 2023

2022

A Nested Genetic Algorithm for Explaining Classification Data Sets with Decision Rules.

Paul-Amaury Matt, Rosina Ziegler, Danilo Brajovic, Marco Roth, Marco F. Huber

CoRR, 2022

2019

Analysis of scalable coupling schemes for superconducting quantum computers.

Marco Roth

PhD thesis, 2019