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researcher

J. Paulson

14 papers hereh-index 302.6k citations124 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author5
  • last author9

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • math.OC3
  • stat.ML3
  • quant-ph2
  • eess.SY1
same name
  • J. Paulson — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedGlobal Optimization of Gaussian Process Acquisition Functions Using a Piecewise-Linear Kernel Approximation

1 citations · 1 across the 6 of their papers we have counts for

collaborators
Showing quant-phShow all

2 papers · 1 filter

quant-ph2024

Towards Efficient Quantum Computation of Molecular Ground State Energies using Bayesian Optimization with Priors over Surface Topology

Farshud Sorourifar, Mohamed Taha Rouabah, Nacer Eddine Belaloui +6

Variational Quantum Eigensolvers (VQEs) represent a promising approach to computing molecular ground states and energies on modern quantum computers. These approaches use a classic…

quant-ph2024

Bayesian Optimization Priors for Efficient Variational Quantum Algorithms

Farshud Sorourifar, Diana Chamaki, Norm M. Tubman +2

Quantum computers currently rely on a hybrid quantum-classical approach known as Variational Quantum Algorithms (VQAs) to solve problems. Still, there are several challenges with V…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.