Call for Papers

Topics include, but are not limited to, the following:

• Novel developments for existing XAI techniques, including: global methods such as intrinsically interpretable models or surrogate modeling; local methods such as counterfactual explanations, feature attribution and argumentation; information-theoretic methods; and qualitative and quantitative metrics for explanation quality.

• Practical deployment of XAI within financial domains: best practices and lessons learned.

• Reviews highlighting important challenges and open problems within XAI for Finance.

• User studies of consumer response to XAI techniques and AI model outputs.

• Novel datasets for use within the XAI in Finance community.

• Discussion on industry areas that are less automated and how best to leverage XAI moving forward.

• Quantitative approaches to financial regulation description and enforcement.