Search Results for author: Giannicola Scarpa

Found 2 papers, 1 papers with code

Privacy-preserving machine learning with tensor networks

1 code implementation24 Feb 2022 Alejandro Pozas-Kerstjens, Senaida Hernández-Santana, José Ramón Pareja Monturiol, Marco Castrillón López, Giannicola Scarpa, Carlos E. González-Guillén, David Pérez-García

Tensor networks, widely used for providing efficient representations of low-energy states of local quantum many-body systems, have been recently proposed as machine learning architectures which could present advantages with respect to traditional ones.

BIG-bench Machine Learning Privacy Preserving +1

A gentle introduction to Quantum Natural Language Processing

no code implementations23 Feb 2022 Shervin Le Du, Senaida Hernández Santana, Giannicola Scarpa

QNLP is a recent application of quantum computing that aims at representing sentences' meaning as vectors encoded into quantum computers.

Sentence

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