Farhad Shakerin

30 papers A* 2C 3Journal 15Unranked 8
YearRankTypeTitle / Venue / Authors
2025 C conf
C3G: Causally Constrained Counterfactual Generation.
PADL
Sopam Dasgupta, Farhad Shakerin, 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
Counterfactual Generation with Answer Set Programming.
CoRR
Sopam Dasgupta, Farhad Shakerin, Joaquín Arias, Elmer Salazar, Gopal Gupta
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
2023 — ch.
Prolog: Past, Present, and Future.
Prolog: The Next 50 Years
Gopal Gupta, Elmer Salazar, Farhad Shakerin, Joaquín Arias, Sarat Chandra Varanasi, Kinjal Basu, Huaduo Wang, Fang Li, Serdar Erbatur, Parth Padalkar, Abhiramon Rajasekharan, Yankai Zeng, Manuel Carro
2022 J jnl
An ASP-based Approach to Answering Natural Language Questions for Texts.
Theory Pract. Log. Program.
Dhruva Pendharkar, Kinjal Basu, Farhad Shakerin, Gopal Gupta
2022 J jnl
FOLD-RM: A Scalable and Efficient Inductive Learning Algorithm for Multi-Category Classification of Mixed Data.
CoRR
Huaduo Wang, Farhad Shakerin, Gopal Gupta
2022 J jnl
FOLD-RM: A Scalable, Efficient, and Explainable Inductive Learning Algorithm for Multi-Category Classification of Mixed Data.
Theory Pract. Log. Program.
Huaduo Wang, Farhad Shakerin, Gopal Gupta
2022 — conf
Tutorial: Automating Commonsense Reasoning.
ICLP Workshops
Gopal Gupta, Elmer Salazar, Sarat Chandra Varanasi, Kinjal Basu, Joaquín Arias, Farhad Shakerin, Fang Li, Huaduo Wang
2021 J jnl
A Clustering and Demotion Based Algorithm for Inductive Learning of Default Theories.
CoRR
Huaduo Wang, Farhad Shakerin, Gopal Gupta
2021 J jnl
An ASP-based Approach to Answering Natural Language Questions for Texts.
CoRR
Dhruva Pendharkar, Kinjal Basu, Farhad Shakerin, Gopal Gupta
2021 — conf
Formalizing Informal Logic and Natural Language Deductivism.
ICLP Workshops
Gopal Gupta, Sarat Varnasi, Kinjal Basu, Zhuo Chen, Elmer Salazar, Farhad Shakerin, Serdar Erbatur, Fang Li, Huaduo Wang, Joaquín Arias, Brendan Hall, Kevin Driscoll
2021 A* conf
Knowledge-driven Natural Language Understanding of English Text and its Applications.
AAAI
Kinjal Basu, Sarat Chandra Varanasi, Farhad Shakerin, Joaquín Arias, Gopal Gupta
2021 J jnl
Knowledge-driven Natural Language Understanding of English Text and its Applications.
CoRR
Kinjal Basu, Sarat Chandra Varanasi, Farhad Shakerin, Joaquín Arias, Gopal Gupta
2020 C conf
AQuA: ASP-Based Visual Question Answering.
PADL
Kinjal Basu, Farhad Shakerin, Gopal Gupta
2020 — conf
SQuARE: Semantics-based Question Answering and Reasoning Engine.
ICLP Technical Communications
Kinjal Basu, Sarat Chandra Varanasi, Farhad Shakerin, Gopal Gupta
2020 J jnl
White-box Induction From SVM Models: Explainable AI with Logic Programming.
CoRR
Farhad Shakerin, Gopal Gupta
2020 J jnl
White-box Induction From SVM Models: Explainable AI with Logic Programming.
Theory Pract. Log. Program.
Farhad Shakerin, Gopal Gupta
2020 C conf
Whitebox Induction of Default Rules Using High-Utility Itemset Mining.
PADL
Farhad Shakerin, Gopal Gupta
2019 A* conf
Induction of Non-Monotonic Logic Programs to Explain Boosted Tree Models Using LIME.
AAAI
Farhad Shakerin, Gopal Gupta
2019 J jnl
Induction of Non-Monotonic Rules From Statistical Learning Models Using High-Utility Itemset Mining.
CoRR
Farhad Shakerin, Gopal Gupta
2019 — conf
Induction of Non-monotonic Logic Programs To Explain Statistical Learning Models.
ICLP Technical Communications
Farhad Shakerin
2018 — conf
Cumulative Scoring-Based Induction of Default Theories.
ICLP (Technical Communications)
Farhad Shakerin, Gopal Gupta
2018 — conf
Heuristic Based Induction of Answer Set Programs, From Default theories to Combinatorial problems.
ILP Up-and-Coming / Short Papers
Farhad Shakerin, Gopal Gupta
2018 J jnl
Heuristic Based Induction of Answer Set Programs: From Default theories to combinatorial problems.
CoRR
Farhad Shakerin, Gopal Gupta
2018 J jnl
Induction of Non-Monotonic Logic Programs to Explain Boosted Tree Models Using LIME.
CoRR
Farhad Shakerin, Gopal Gupta
2017 — conf
A Case for Query-driven Predicate Answer Set Programming.
ARCADE@CADE
Gopal Gupta, Elmer Salazar, Kyle Marple, Zhuo Chen, Farhad Shakerin
2017 J jnl
A New Algorithm to Automate Inductive Learning of Default Theories.
CoRR
Farhad Shakerin, Elmer Salazar, Gopal Gupta
2017 J jnl
A new algorithm to automate inductive learning of default theories.
Theory Pract. Log. Program.
Farhad Shakerin, Elmer Salazar, Gopal Gupta