Search Results for author: Francesco Martini

Found 2 papers, 1 papers with code

Higher-order topological kernels via quantum computation

no code implementations14 Jul 2023 Massimiliano Incudini, Francesco Martini, Alessandra Di Pierro

Topological data analysis (TDA) has emerged as a powerful tool for extracting meaningful insights from complex data.

Quantum Machine Learning Topological Data Analysis

Automatic and effective discovery of quantum kernels

1 code implementation22 Sep 2022 Massimiliano Incudini, Daniele Lizzio Bosco, Francesco Martini, Michele Grossi, Giuseppe Serra, Alessandra Di Pierro

Quantum computing can empower machine learning models by enabling kernel machines to leverage quantum kernels for representing similarity measures between data.

Combinatorial Optimization Neural Architecture Search

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