Search Results for author: Wing Fung Chong

Found 6 papers, 0 papers with code

Incident-Specific Cyber Insurance

no code implementations2 Aug 2023 Wing Fung Chong, Daniel Linders, Zhiyu Quan, Linfeng Zhang

In the current market practice, many cyber insurance products offer a coverage bundle for losses arising from various types of incidents, such as data breaches and ransomware attacks, and the coverage for each incident type comes with a separate limit and deductible.

Decision Making

Optimal Investment in Defined Contribution Pension Schemes with Forward Utility Preferences

no code implementations15 Mar 2023 Kenneth Tsz Hin Ng, Wing Fung Chong

This paper revisits the optimal investment problem for the worker during the accumulation phase in the defined contribution pension scheme, via the forward preferences, in which an environment-adapting strategy is able to hold optimality and time-consistency together.

Cyber Risk Assessment for Capital Management

no code implementations17 May 2022 Wing Fung Chong, Runhuan Feng, Hins Hu, Linfeng Zhang

This framework is demonstrated by a case study based on a historical cyber incident dataset, which shows that a comprehensive cost-benefit analysis is necessary for a budget-constrained company with competing objectives for cyber risk management.

Decision Making Management

Pseudo-Model-Free Hedging for Variable Annuities via Deep Reinforcement Learning

no code implementations7 Jul 2021 Wing Fung Chong, Haoen Cui, YuXuan Li

This paper proposes a two-phase deep reinforcement learning approach, for hedging variable annuity contracts with both GMMB and GMDB riders, which can address model miscalibration in Black-Scholes financial and constant force of mortality actuarial market environments.

reinforcement-learning Reinforcement Learning (RL)

Pandemic risk management: resources contingency planning and allocation

no code implementations6 Dec 2020 Xiaowei Chen, Wing Fung Chong, Runhuan Feng, Linfeng Zhang

Repeated history of pandemics, such as SARS, H1N1, Ebola, Zika, and COVID-19, has shown that pandemic risk is inevitable.

Management

Optimal investment and consumption with forward preferences and uncertain parameters

no code implementations3 Jul 2018 Wing Fung Chong, Gechun Liang

This paper studies robust forward investment and consumption preferences within a zero-volatility context.

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