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Causal Inference for Banking Finance and Insurance A Survey
This paper presents a comprehensive survey of 37 papers published during 1992-2023 and concerning the application of causal inference to banking, finance, and insurance.
Application of Causal Inference to Analytical Customer Relationship Management in Banking and Insurance
A specific class of algorithms known as counterfactuals may be able to provide causability.
Explainable Reinforcement Learning on Financial Stock Trading using SHAP
To the best of our knowledge, no work is reported that offers an Explainable Reinforcement Learning (XRL) method for trading financial stocks.
Explainable Deep Belief Network based Auto encoder using novel Extended Garson Algorithm
Providing feature importance is the most important and popular interpretation technique used in shallow and deep neural networks.
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