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20232026
most citedChallenges and Opportunities in Quantum Optimization

181 citations · 333 across the 18 of their papers we have counts for

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Showing 2025Show all

5 papers · 1 filter

q-fin.RM2025

A New Application of Hoeffding's Inequality Can Give Traders Early Warning of Financial Regime Change

Daniel Egger, Jacob Vestal

Hoeffding's Inequality provides the maximum probability that a series of n draws from a bounded random variable differ from the variable's true expectation u by more than given tol…

quant-ph2025

Mitigating errors in state preparation and measurement with noncomputational states

Conrad J. Haupt, Almudena Carrera Vazquez, Laurin E. Fischer +2

Error mitigation has enabled quantum computing applications with over one hundred qubits and deep circuits. Many error mitigation methods are noise-aware, relying on a faithful cha…

quant-ph2025★ 1 cited

Approximate Quadratization of High-Order Hamiltonians for Combinatorial Quantum Optimization

Sabina Drăgoi, Alberto Baiardi, Daniel J. Egger

Combinatorial optimization problems have wide-ranging applications in industry and academia. Quantum computers may help solve them by sampling from carefully prepared Ansatz quantu…

quant-ph2025★ 2 cited

Quantum Optimization Benchmarking Library - The Intractable Decathlon

Thorsten Koch, David E. Bernal Neira, Ying Chen +24

Through recent progress in hardware development, quantum computers have advanced to the point where benchmarking of (heuristic) quantum algorithms at scale is within reach. Particu…

quant-ph2025★ 19 cited

Quantum Approximate Multi-Objective Optimization

Ayse Kotil, Elijah Pelofske, Stephanie Riedmüller +4

The goal of multi-objective optimization is to understand optimal trade-offs between competing objective functions by finding the Pareto front, i.e., the set of all Pareto optimal…