Antonio Macaluso amacaluso

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1. Quantum-Single-Layer-PerceptronQuantum-Single-Layer-PerceptronPublic

   This repository contains the code to reproduce the results in the paper A Variational algorithm for Quantum Neural Networks, accepted in the International Conference on Computational Science 2020, …

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2. Quantum-Splines-for-Non-Linear-ApproximationsQuantum-Splines-for-Non-Linear-ApproximationsPublic

   This repository contains the code to reproduce the results in the paper Quantum Splines for Non-Linear Approximation, under publication for the ACM International Conference on Computing Frontiers 2…

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3. Quantum-algorithm-for-ensemble-using-baggingQuantum-algorithm-for-ensemble-using-baggingPublic

   This repository contains the code to reproduce the results in the paper Quantum Ensemble for Classification. All the quantum implementations use the IBM qiskit package.

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4. SSB-VAESSB-VAEPublic

   Self-Supervised Bernoulli Autoencoders for Semi-Supervised Hashing: we investigate the robustness of hashing methods based on variational autoencoders to the lack of supervision, focusing on two se…

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5. Quantum-Algorithm-for-Ensemble-LearningQuantum-Algorithm-for-Ensemble-LearningPublic

   This repository contains the code to reproduce the results in the paper Quantum Algorithm for Ensemble Learning

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6. Machine-Learning-and-Deep-Learning-an-application-in-BioinformaticsMachine-Learning-and-Deep-Learning-an-application-in-BioinformaticsPublic

   Machine Learning and Deep Learning in Bioinformatics - Master's thesis repository

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