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Deep Quadratic Hedging

https://doi.org/10.2139/ssrn.4311502
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45/45 checkable references clean · checked 2026-08-28

Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.

16 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.

The 45 checked references that resolve
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Pricing Options under Rough Volatility with Backward SPDEs
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Deep Signature Algorithm for Multidimensional Path-Dependent Options
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Deep Splitting Method for Parabolic PDEs
resolves10.1007/s00332-018-9525-3
Machine Learning Approximation Algorithms for High-Dimensional Fully Nonlinear Partial Differential Equations and Second-order Backward Stochastic Differential Equations
resolves10.1111/1467-9965.00084
Mean‐Variance Hedging for Stochastic Volatility Models
resolves10.1086/260062
The Pricing of Options and Corporate Liabilities
resolves10.1016/0304-4149(89)90071-9
Residual risks and hedging strategies in Markovian markets
resolves10.1080/14697688.2019.1571683
Deep hedging
resolves10.1515/9781400833115
Indifference Pricing
resolves10.1111/j.1467-9965.2008.00342.x
MEAN–VARIANCE HEDGING AND OPTIMAL INVESTMENT IN HESTON'S MODEL WITH CORRELATION
resolves10.1007/s11147-008-9018-x
Option pricing when correlations are stochastic: an analytical framework
resolves10.1016/j.jbankfin.2013.05.031
Smiles all around: FX joint calibration in a multi-Heston model
resolves10.1137/1139008
Mean-Variance Hedging of Options on Stocks with Markov Volatilities
resolves10.1214/aoap/1177005978
Mean-Variance Hedging in Continuous Time
resolves10.1007/s40304-017-0117-6
Deep Learning-Based Numerical Methods for High-Dimensional Parabolic Partial Differential Equations and Backward Stochastic Differential Equations
resolves10.1111/mafi.12173
The characteristic function of rough Heston models
resolves10.1111/1467-9965.00022
Backward Stochastic Differential Equations in Finance
resolves10.3934/naco.2022028
Deep signature FBSDE algorithm
resolves10.1007/978-3-540-68015-4
Term-Structure Models
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Deep xVA Solver: A Neural Network–Based Counterparty Credit Risk Management Framework
resolves10.1073/pnas.1718942115
Solving high-dimensional partial differential equations using deep learning
resolves10.1016/0304-4149(81)90026-0
Martingales and stochastic integrals in the theory of continuous trading
resolves10.1111/1467-9965.00122
A Comparison of Two Quadratic Approaches to Hedging in Incomplete Markets
resolves10.1017/CBO9780511569708.015
Numerical Comparison of Local Risk-Minimisation and Mean-Variance Hedging
resolves10.3934/fmf.2023022
Optimal stopping via randomized neural networks
resolves10.1093/rfs/6.2.327
A Closed-Form Solution for Options with Stochastic Volatility with Applications to Bond and Currency Options
resolves10.1111/j.1467-9965.1992.tb00027.x
Option Pricing Under Incompleteness and Stochastic Volatility
resolves10.3390/risks9070138
Deep Hedging under Rough Volatility
resolves10.1090/mcom/3514
Deep backward schemes for high-dimensional nonlinear PDEs
resolves10.1137/19M1267805
Deep Curve-Dependent PDEs for Affine Rough Volatility
resolves10.1214/11-AAP835
Mean-variance hedging via stochastic control and BSDEs for general semimartingales
resolves10.1239/aap/1269611145
Variance-Optimal Hedging in General Affine Stochastic Volatility Models
resolves10.1214/aop/1019160253
Backward stochastic differential equations and partial differential equations with quadratic growth
resolves10.1016/S0304-4149(01)00133-8
Global adapted solution of one-dimensional backward stochastic Riccati equations, with application to the mean–variance hedging
resolves10.1007/BF01191909
Optional decomposition of supermartingales and hedging contingent claims in incomplete security markets
resolves10.1287/moor.1030.0065
Quadratic Hedging and Mean-Variance Portfolio Selection with Random Parameters in an Incomplete Market
resolves10.1137/040610933
Mean-Variance Hedging When There Are Jumps
resolves10.1007/s00440-010-0314-7
On the martingale property of certain local martingales
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Option hedging for semimartingales
resolves10.1214/aop/1176988611
Approximating Random Variables by Stochastic Integrals
resolves10.1017/CBO9780511569708.016
A Guided Tour through Quadratic Hedging Approaches
resolves10.1214/19-AAP1486
A martingale approach for fractional Brownian motions and related path dependent PDEs
resolves10.3934/mcrf.2022051
Stochastic linear-quadratic control with a jump and regime switching on a random horizon
The 16 references without a DOI — listed, not checked
no DOI — not checkedref1
no DOI — not checkedref2
no DOI — not checkedref3
no DOI — not checkedOn the structure of general mean-variance hedging strategies
no DOI — not checkedref17
no DOI — not checkedref20
no DOI — not checkedref22
no DOI — not checkedHedging of contingent claims under incomplete information
no DOI — not checkedHedging of non-redundant contingent claims
no DOI — not checkedref31
no DOI — not checkedIntegrability of exponential process and its application to backward stochastic differential equations
no DOI — not checkedConvergence of the deep BSDE method for coupled FBSDEs
no DOI — not checkedADI finite difference schemes for option pricing in the Heston model with correlation
no DOI — not checkedNeural networks for option pricing and hedging: a literature review
no DOI — not checkedref59
no DOI — not checkedOptimal investment-reinsurance strategy for mean-variance insurers with square-root factor process
What this badge says. CiteStamped means the CHECKABLE references of this work were clean at the dated check: each resolved to a known work in a public registry, and none carried a retraction notice at that time. It says nothing about the quality, findings, or importance of the work itself, and nothing about references deposited without a DOI.

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