no code implementations • 6 Feb 2024 • Sopam Dasgupta, Farhad Shakerin, Joaquín Arias, Elmer Salazar, Gopal Gupta
In our framework, we show how counterfactual explanations are computed and justified by imagining worlds where some or all factual assumptions are altered/changed.
no code implementations • 4 Nov 2023 • Sopam Dasgupta
Machines are being increasingly used in decision-making processes, resulting in the realization that decisions need explanations.
no code implementations • 23 Oct 2023 • Sopam Dasgupta, Farhad Shakerin, Joaquín Arias, Elmer Salazar, Gopal Gupta
Our approach utilizes answer set programming and the s(CASP) goal-directed ASP system.