Sopam Dasgupta

15 papers B 1C 3Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2026 C conf
Interpretable Configuration Optimization for Static Program Verification via Rule-Based and Counterfactual Reasoning.
PADL
Jaeseong Lee, Sopam Dasgupta, Gopal Gupta, Shiyi Wei
2025 C conf
C3G: Causally Constrained Counterfactual Generation.
PADL
Sopam Dasgupta, Farhad Shakerin, Joaquín Arias, Elmer Salazar, Gopal Gupta
2025 J jnl
Comparative Analysis of FOLD-SE vs. FOLD-R++ in Binary Classification and XGBoost in Multi-Category Classification.
CoRR
Akshay Murthy, Shawn Sebastian, Manil Shangle, Huaduo Wang, Sopam Dasgupta, Gopal Gupta
2025 C conf
MC3G: Model Agnostic Causally Constrained Counterfactual Generation.
NeSy
Sopam Dasgupta, Sadaf Md. Halim, Joaquín Arias, Elmer Salazar, Gopal Gupta
2025 J jnl
MC3G: Model Agnostic Causally Constrained Counterfactual Generation.
CoRR
Sopam Dasgupta, Sadaf Md. Halim, Joaquín Arias, Elmer Salazar, Gopal Gupta
2025 J jnl
P2C: Path to Counterfactuals.
CoRR
Sopam Dasgupta, Sadaf Md. Halim, Joaquín Arias, Elmer Salazar, Gopal Gupta
2024 J jnl
CFGs: Causality Constrained Counterfactual Explanations using goal-directed ASP.
CoRR
Sopam Dasgupta, Joaquín Arias, Elmer Salazar, Gopal Gupta
2024 — conf
Causally Constrained Counterfactual Generation using ASP.
ICLP Workshops
Sopam Dasgupta, Farhad Shakerin, Elmer Salazar, Joaquín Arias, Gopal Gupta
2024 J jnl
CoGS: Causality Constrained Counterfactual Explanations using goal-directed ASP.
CoRR
Sopam Dasgupta, Joaquín Arias, Elmer Salazar, Gopal Gupta
2024 J jnl
CoGS: Model Agnostic Causality Constrained Counterfactual Explanations using goal-directed ASP.
CoRR
Sopam Dasgupta, Joaquín Arias, Elmer Salazar, Gopal Gupta
2024 J jnl
Counterfactual Generation with Answer Set Programming.
CoRR
Sopam Dasgupta, Farhad Shakerin, Joaquín Arias, Elmer Salazar, Gopal Gupta
2024 B conf
Generating Causally Compliant Counterfactual Explanations using ASP.
ICLP
Sopam Dasgupta
2023 J jnl
A Survey of the Various Methodologies Towards making Artificial Intelligence More Explainable.
CoRR
Sopam Dasgupta
2023 J jnl
Counterfactual Explanation Generation with s(CASP).
CoRR
Sopam Dasgupta, Farhad Shakerin, Joaquín Arias, Elmer Salazar, Gopal Gupta
2023 — ch.
Logic-Based Explainable and Incremental Machine Learning.
Prolog: The Next 50 Years
Gopal Gupta, Huaduo Wang, Kinjal Basu, Farhad Shakerin, Elmer Salazar, Sarat Chandra Varanasi, Parth Padalkar, Sopam Dasgupta