Mathematical Finance

Papers
(The TQCC of Mathematical Finance is 4. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-05-01 to 2025-05-01.)
ArticleCitations
Consistent investment of sophisticated rank‐dependent utility agents in continuous time75
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A machine learning approach to portfolio pricing and risk management for high‐dimensional problems19
Joint calibration to SPX and VIX options with signature‐based models18
Weak equilibria for time‐inconsistent control: With applications to investment‐withdrawal decisions13
Optimal investment for retail investors13
Do investors gain by selling the tails of return distributions?12
Recent advances in reinforcement learning in finance12
Put–Call Parities, absence of arbitrage opportunities, and nonlinear pricing rules12
Long‐term risk with stochastic interest rates12
A Leland model for delta hedging in central risk books12
Continuous‐time stochastic gradient descent for optimizing over the stationary distribution of stochastic differential equations11
Robust distortion risk measures11
Spanning Multi‐Asset Payoffs With ReLUs10
An elementary approach to the Merton problem10
Learning equilibrium mean‐variance strategy9
Risk concentration and the mean‐expected shortfall criterion9
Mean‐ portfolio selection and ‐arbitrage for coherent risk measures9
Mean–variance hedging of contingent claims with random maturity8
When does portfolio compression reduce systemic risk?8
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Trading under the proof‐of‐stake protocol – A continuous‐time control approach7
Duality for optimal consumption with randomly terminating income7
Algorithmic market making in dealer markets with hedging and market impact6
A mean‐field game approach to equilibrium pricing in solar renewable energy certificate markets6
Expected median of a shifted Brownian motion: Theory and calculations6
Equilibria of time‐inconsistent stopping for one‐dimensional diffusion processes6
Deep empirical risk minimization in finance: Looking into the future6
Consistent estimation for fractional stochastic volatility model under high‐frequency asymptotics6
Issue Information6
Noncausal affine processes with applications to derivative pricing6
Convergence of optimal expected utility for a sequence of binomial models5
Preference robust distortion risk measure and its application5
Improving reinforcement learning algorithms: Towards optimal learning rate policies5
Clustering heterogeneous financial networks5
Special issue on machine learning in finance5
Optimal investment with correlated stochastic volatility factors5
Issue Information5
Optimal dividend payout under stochastic discounting5
A general approximation method for optimal stopping and random delay4
Perturbation analysis of sub/super hedging problems4
Pro‐cyclicality beyond business cycle4
Polar Coordinates for the 3/2 Stochastic Volatility Model4
Model‐free portfolio theory: A rough path approach4
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Fairness principles for insurance contracts in the presence of default risk4
On buybacks, dilutions, dividends, and the pricing of stock‐based claims4
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