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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,695 papers · 148 categories

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0111 · Oct 202519922001200920172026
2 results for “CP-SAT”
Hybrid LLM and Higher-Order Quantum Approximate Optimization for CSA Collateral Managementq-fin.CP

Hybrid LLM and quantum optimization improve CSA collateral management by 9-10%.

problem Finance-native collateral optimization under ISDA CSAs with legal constraints.
method Hybrid pipeline combining LLM, quantum-inspired exploration, and CP-SAT.
result Improves a strong classical baseline by 9.1-10.7% across different scenarios.
Collateral ManagementISDA CSAsQuantum OptimizationCP-SATFinance
2025-10-30abs ↗pdf ↗
A Certified Higher Order Quantum Framework for CSA and Margin-Aware Collateral Optimizationq-fin.RM

A quantum framework optimizes collateral allocation for derivatives.

problem Legal constraints and operational rules in collateral allocation for derivatives.
method Certified higher-order quantum framework that normalizes margin requirements and builds a bounded neighborhood of actions.
result Quantum framework improves certified sample quality compared to classical methods.
quantum computingcollateral optimizationuncleared derivativesmargin requirementsCSA rules
2026-06-02abs ↗pdf ↗