Search Results for author: Parfait Atchade-Adelomou

Found 5 papers, 1 papers with code

Quantum Machine Learning hyperparameter search

no code implementations20 Feb 2023 S. Consul-Pacareu, R. Montaño, Kevin Rodriguez-Fernandez, Àlex Corretgé, Esteve Vilella-Moreno, Daniel Casado-Faulí, Parfait Atchade-Adelomou

This paper presents a quantum-based Fourier-regression approach for machine learning hyperparameter optimization applied to a benchmark of models trained on a dataset related to a forecast problem in the airline industry.

Hyperparameter Optimization Quantum Machine Learning

Fourier series weight in quantum machine learning

1 code implementation31 Jan 2023 Parfait Atchade-Adelomou, Kent Larson

In this work, we aim to confirm the impact of the Fourier series on the quantum machine learning model.

Quantum Machine Learning

Quantum Algorithms for solving Hard Constrained Optimisation Problems

no code implementations26 Feb 2022 Parfait Atchade-Adelomou

The thesis deals with Quantum Algorithms for solving Hard Constrained Optimization Problems.

Quantum Enhanced Filter: QFilter

no code implementations7 Apr 2021 Parfait Atchade-Adelomou, Guillermo Alonso-Linaje

Convolutional Neural Networks (CNN) are used mainly to treat problems with many images characteristic of Deep Learning.

Classification General Classification +2

quantum Case-Based Reasoning (qCBR)

no code implementations1 Apr 2021 Parfait Atchade-Adelomou, Daniel Casado-Fauli, Elisabet Golobardes-Ribe, Xavier Vilasis-Cardona

Case-Based Reasoning (CBR) is an artificial intelligence approach to problem-solving with a good record of success.

Combinatorial Optimization

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