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20242026
most citedDecomposition Pipeline for Large-Scale Portfolio Optimization with Applications to Near-Term Quantum Computing

6 citations · 6 across the 8 of their papers we have counts for

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8 papers

q-fin.CP2026

Global Multi-Maturity SPX-VIX Calibration Beyond Markovian Stitching

Atithi Acharya, Yue Sun, Brandon Augustino +3

We develop a global martingale optimal transport framework for joint S&P 500 (SPX)-VIX smile calibration across multiple maturities, without the conditional independence that Marko…

quant-ph2026

Faster Algorithms for Multimarginal Optimal Transport

Brandon Augustino, Yue Sun, Atithi Acharya +4

We study constructive discrete multimarginal optimal transport (MOT) among distributions on points, where the cost tensor has entries. For additive accuracy $\v…

quant-ph2026

Quantum-Informed Portfolio Selection: An End-to-End Pipeline Validated on Trapped-Ion Hardware with Real Market Data

Romina Yalovetzky, Martin J. A. Schuetz, Zichang He +11

Portfolio diversification - a cornerstone of modern investment management - can be formulated as a Maximum Independent Set (MIS) problem on asset correlation graphs. Solving this p…

math.PR2026

Dean-Kawasaki Equation with Biot-Savart and Keller-Segel Interactions: Existence and Large Deviations

Xiaohao Ji, Yue Sun, Zhengyan Wu

We establish the existence of probabilistically weak, renormalized kinetic solutions to the Dean--Kawasaki equation with singular interaction kernels, including those of Biot--Sava…

quant-ph2026

Quantum Speedups for Derivative Pricing Beyond Black-Scholes

Dylan Herman, Yue Sun, Jin-Peng Liu +5

This paper explores advancements in quantum algorithms for derivative pricing of exotics, a computational pipeline of fundamental importance in quantitative finance. For such cases…

quant-ph2025

qReduMIS: A Quantum-Informed Reduction Algorithm for the Maximum Independent Set Problem

Martin J. A. Schuetz, Romina Yalovetzky, Ruben S. Andrist +8

We propose and implement a quantum-informed reduction algorithm for the maximum independent set problem that integrates classical kernelization techniques with information extracte…

quant-ph2025

Quantum Compilation Toolkit for Rydberg Atom Arrays with Implications for Problem Hardness and Quantum Speedups

Martin J. A. Schuetz, Ruben S. Andrist, Grant Salton +7

We propose and implement a comprehensive quantum compilation toolkit for solving the maximum independent set (MIS) problem on quantum hardware based on Rydberg atom arrays. Our end…

math.OC2024★ 6 cited

Decomposition Pipeline for Large-Scale Portfolio Optimization with Applications to Near-Term Quantum Computing

Atithi Acharya, Romina Yalovetzky, Pierre Minssen +10

Industrially relevant constrained optimization problems, such as portfolio optimization and portfolio rebalancing, are often intractable or difficult to solve exactly. In this work…