Search Results for author: Xia Han

Found 8 papers, 0 papers with code

Optimal insurance with mean-deviation measures

no code implementations4 Dec 2023 Tim J. Boonen, Xia Han

The structure of these optimal indemnities remains unchanged if there is a limit on the insurance premium budget.

Monotonic mean-deviation risk measures

no code implementations2 Dec 2023 Xia Han, Ruodu Wang, Qinyu Wu

The form is a combination of the deviation-related functional and the expectation, and such measures belong to the class of consistent risk measures.

Diversification quotients based on VaR and ES

no code implementations9 Jan 2023 Xia Han, Liyuan Lin, Ruodu Wang

The diversification quotient (DQ) is recently introduced for quantifying the degree of diversification of a stochastic portfolio model.

Portfolio Optimization

Choquet regularization for reinforcement learning

no code implementations17 Aug 2022 Xia Han, Ruodu Wang, Xun Yu Zhou

We propose \emph{Choquet regularizers} to measure and manage the level of exploration for reinforcement learning (RL), and reformulate the continuous-time entropy-regularized RL problem of Wang et al. (2020, JMLR, 21(198)) in which we replace the differential entropy used for regularization with a Choquet regularizer.

reinforcement-learning Reinforcement Learning (RL)

Diversification quotients: Quantifying diversification via risk measures

no code implementations28 Jun 2022 Xia Han, Liyuan Lin, Ruodu Wang

We establish the first axiomatic theory for diversification indices using six intuitive axioms: non-negativity, location invariance, scale invariance, rationality, normalization, and continuity.

Portfolio Optimization

Cash-subadditive risk measures without quasi-convexity

no code implementations23 Oct 2021 Xia Han, Qiuqi Wang, Ruodu Wang, Jianming Xia

In the literature of risk measures, cash subadditivity was proposed to replace cash additivity, motivated by the presence of stochastic or ambiguous interest rates and defaultable contingent claims.

Risk Concentration and the Mean-Expected Shortfall Criterion

no code implementations11 Aug 2021 Xia Han, Bin Wang, Ruodu Wang, Qinyu Wu

Recently, Wang and Zitikis (2021) put forward four economic axioms for portfolio risk assessment and provide the first economic axiomatic foundation for the family of ES.

Management Translation

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