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19932025
most citedThumbs up? Sentiment Classification using Machine Learning Techniques

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21 papers · 1 filter

quant-ph2022★ 16 cited

A stochastic quantum Krylov protocol with double factorized Hamiltonians

Nicholas H. Stair, Cristian L. Cortes, Robert M. Parrish +2

We propose a class of randomized quantum Krylov diagonalization (rQKD) algorithms capable of solving the eigenstate estimation problem with modest quantum resource requirements. Co…

cs.LG2022★ 6 cited

Fusing Modalities by Multiplexed Graph Neural Networks for Outcome Prediction in Tuberculosis

Niharika S. D'Souza, Hongzhi Wang, Andrea Giovannini +4

In a complex disease such as tuberculosis, the evidence for the disease and its evolution may be present in multiple modalities such as clinical, genomic, or imaging data. Effectiv…

physics.gen-ph2022★ 1 cited

Conformal gravity: Newton's constant is not universal

R. K. Nesbet

Newton's gravitational constant has been measured to high accuracy in a number of independent experiments. For currently unresolved reasons, indicated values from different wel…

quant-ph2022★ 29 cited

Challenges in the use of quantum computing hardware-efficient Ansatze in electronic structure theory

Ruhee D'Cunha, T. Daniel Crawford, Mario Motta +1

Advances in quantum computation for electronic structure, and particularly heuristic quantum algorithms, create an ongoing need to characterize the performance and limitations of t…

quant-ph2022★ 48 cited

Quantum chemistry simulation of ground- and excited-state properties of the sulfonium cation on a superconducting quantum processor

Mario Motta, Gavin O. Jones, Julia E. Rice +5

The computational description of correlated electronic structure, and particularly of excited states of many-electron systems, is an anticipated application for quantum devices. An…

quant-ph2022★ 76 cited

Exact and efficient Lanczos method on a quantum computer

William Kirby, Mario Motta, Antonio Mezzacapo

We present an algorithm that uses block encoding on a quantum computer to exactly construct a Krylov space, which can be used as the basis for the Lanczos method to estimate extrem…