Papers, ranked by score

Ordered by a blend of empirical rigor (60%) and math complexity (40%).

Multi periods mean-DCVaR optimization: a Recursive Neural Network resolution

We study a discrete-time multi-period portfolio optimization problem under an explicit constraint on the Deviation Conditional Value-at-Risk (DCVaR), defined as the excess of Conditional Value-at-Risk over expected terminal wealth. The objective is to maximize expected return subject to a global tai

Holy Grail Math 7.5 Rigor 6 ·  April 9, 2026

How can the dual martingale help solving the primal optimal stopping problem?

Motivated by recent results on the dual formulation of optimal stopping problems, we investigate in this short paper how the knowledge of an approximating dual martingale can improve the efficiency of primal methods. In particular, we show on numerical examples that accurate approximations of a dual

Holy Grail Math 6.5 Rigor 6 ·  February 10, 2026

A Martingale approach to continuous Portfolio Optimization under CVaR like constraints

We study a continuous-time portfolio optimization problem under an explicit constraint on the Deviation Conditional Value-at-Risk (DCVaR), defined as the difference between the CVaR and the expected terminal wealth. While the mean-CVaR framework has been widely explored, its time-inconsistency compl

Lab Rats Math 7.5 Rigor 3 ·  September 30, 2025

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