Search Results for author: Giuseppe Di Molfetta

Found 6 papers, 2 papers with code

Large-Scale Quantum Separability Through a Reproducible Machine Learning Lens

no code implementations15 Jun 2023 Balthazar Casalé, Giuseppe Di Molfetta, Sandrine Anthoine, Hachem Kadri

The quantum separability problem consists in deciding whether a bipartite density matrix is entangled or separable.

Benchmarking

Geodesic Quantum Walks

1 code implementation21 Feb 2022 Giuseppe Di Molfetta, Victor Deng

We proved that in the formal continuous limit, in both space and time, this new family of quantum walks converges to the (1+2)D massless Dirac equation on curved manifolds.

Quantum Perceptron Revisited: Computational-Statistical Tradeoffs

1 code implementation4 Jun 2021 Mathieu Roget, Giuseppe Di Molfetta, Hachem Kadri

Quantum machine learning algorithms could provide significant speed-ups over their classical counterparts; however, whether they could also achieve good generalization remains unclear.

Quantum Machine Learning

Coarse-grained quantum cellular automata

no code implementations9 Nov 2020 Odilon Duranthon, Giuseppe Di Molfetta

One can think of some physical evolutions as being the emergent-effective result of a microscopic discrete model.

Quantum Physics Mesoscale and Nanoscale Physics Formal Languages and Automata Theory High Energy Physics - Lattice

Quantum Bandits

no code implementations15 Feb 2020 Balthazar Casalé, Giuseppe Di Molfetta, Hachem Kadri, Liva Ralaivola

We consider the quantum version of the bandit problem known as {\em best arm identification} (BAI).

Dynamical Triangulation Induced by Quantum Walk

no code implementations24 Jul 2019 Quentin Aristote, Nathanaël Eon, Giuseppe Di Molfetta

We present the single-particle sector of a quantum cellular automaton, namely a quantum walk, on a simple dynamical triangulated $2-$manifold.

Cannot find the paper you are looking for? You can Submit a new open access paper.