wovepaper — the arXiv observatory

NewEvery arXiv paper, its researchers & institutions — mapped.

papers

Publications (7)

Estimation of effective temperatures in quantum annealers for sampling applications: A case study with possible applications in deep learning

Marcello Benedetti, John Realpe-GÃ³mez, Rupak Biswas +1

Quantum-Assisted Learning of Hardware-Embedded Probabilistic Graphical Models

Marcello Benedetti, John Realpe-GÃ³mez, Rupak Biswas +1

Hierarchical quantum classifiers

Edward Grant, Marcello Benedetti, Shuxiang Cao +5

Adversarial quantum circuit learning for pure state approximation

Marcello Benedetti, Edward Grant, Leonard Wossnig +1

A generative modeling approach for benchmarking and training shallow quantum circuits

Marcello Benedetti, Delfina Garcia-Pintos, Oscar Perdomo +3

Quantum-assisted Helmholtz machines: A quantum-classical deep learning framework for industrial datasets in near-term devices

Marcello Benedetti, John Realpe-GÃ³mez, Alejandro Perdomo-Ortiz

Opportunities and challenges for quantum-assisted machine learning in near-term quantum computers

Alejandro Perdomo-Ortiz, Marcello Benedetti, John Realpe-GÃ³mez +1