Bishwamittra Ghosh

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Kuldeep S. MeelAssistant Professor, National University of SingaporeVerified email at comp.nus.edu.sg
Debabrota BasuFaculty, Inria at University of Lille and CNRS (CRIStAL)Verified email at comp.nus.edu.sg
Timos SellisAthena Research CenterVerified email at athenarc.gr
Mohammed Eunus AliProfessor of Computer Science and Engineering, Bangladesh University of Engineering and TechnologyVerified email at cse.buet.ac.bd
Farhana Murtaza ChoudhurySchool of Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
Jianxin LiDeakin UniversityVerified email at deakin.edu.au
Dmitry MalioutovResearch Staff Member, T.J. Watson IBM Research centerVerified email at us.ibm.com
Jonathan ScarlettAssistant Professor, Computer Science and Mathematics, National University of SingaporeVerified email at comp.nus.edu.sg
Lorenzo CiampiconiMachine Learning Scientist at lastminute.comVerified email at lastminute.com
Daniel NeiderTU Dortmund University and Center for Trustworthy Data Science and SecurityVerified email at tu-dortmund.de
Naheed Anjum ArafatNanyang Technological UniversityVerified email at u.nus.edu
ARIJIT KHANIEEE Senior Member, ACM Distinguished Speaker, Associate Professor, Aalborg UniversityVerified email at cs.aau.dk

Bishwamittra Ghosh

PhD Student, National University of Singapore

Verified email at u.nus.edu - Homepage

Fairness Explainability Machine learning Formal methods


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
IMLI: An Incremental Framework for MaxSAT-Based Learning of Interpretable Classification Rules B Ghosh, KS Meel Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, AIES …, 2019	25	2019
The Flexible Socio Spatial Group Queries B Ghosh, ME Ali, FM Choudhury, SH Apon, T Sellis, J Li Proceedings of the VLDB Endowment 12 (2), 99-111, 2018	24	2018
Justicia: A Stochastic SAT Approach to Formally Verify Fairness B Ghosh, D Basu, KS Meel Proceedings of AAAI, 2021, 2021	23	2021
Algorithmic Fairness Verification with Graphical Models B Ghosh, D Basu, KS Meel Proceedings of AAAI, 2022, 2022	8	2022
A MaxSAT-based Framework for Group Testing L Ciampiconi, B Ghosh, J Scarlett, KS Meel Proceedings of AAAI, 2020, 2020	6	2020
Classification Rules in Relaxed Logical Form B Ghosh, D Malioutov, KS Meel Proceedings of ECAI, 2020, 2020	5	2020
Efficient Learning of Interpretable Classification Rules B Ghosh, D Malioutov, KS Meel Journal of Artificial Intelligence Research (JAIR) 74, 1823-1863, 2022	3	2022
Social-spatial group queries with keywords SH Apon, ME Ali, B Ghosh, T Sellis ACM Transactions on Spatial Algorithms and Systems (TSAS) 8 (1), 1-32, 2021	2	2021
How Biased are Your Features?: Computing Fairness Influence Functions with Global Sensitivity Analysis B Ghosh, D Basu, KS Meel arXiv preprint arXiv:2206.00667, 2022	1	2022
A formal language approach to explaining rnns B Ghosh, D Neider arXiv preprint arXiv:2006.07292, 2020	1	2020
Neighborhood-based Hypergraph Core Decomposition NA Arafat, A Khan, AK Rai, B Ghosh arXiv preprint arXiv:2301.06426, 2023		2023
Probably Approximately Correct Explanations of Machine Learning Models via Syntax-Guided Synthesis D Neider, B Ghosh arXiv preprint arXiv:2009.08770, 2020		2020
MaxSAT Queries in The Design of Interpretable Rule-based Classifiers B Ghosh, D Malioutov, KS Meel MaxSAT Evaluation 2019, 41, 2019		2019

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