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Bishwamittra Ghosh
Bishwamittra Ghosh
Postdoctoral Researcher, MPI-SWS, Germany
Verified email at u.nus.edu - Homepage
Title
Cited by
Cited by
Year
Justicia: A Stochastic SAT Approach to Formally Verify Fairness
B Ghosh, D Basu, KS Meel
Proceedings of AAAI, 2021, 2021
512021
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
442019
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
332018
Algorithmic Fairness Verification with Graphical Models
B Ghosh, D Basu, KS Meel
Proceedings of AAAI, 2022, 2022
212022
A MaxSAT-based Framework for Group Testing
L Ciampiconi, B Ghosh, J Scarlett, KS Meel
Proceedings of AAAI, 2020, 2020
142020
How Biased are Your Features?: Computing Fairness Influence Functions with Global Sensitivity Analysis
B Ghosh, D Basu, KS Meel
Proceedings of FAccT 2023, 2023
132023
Neighborhood-based Hypergraph Core Decomposition
NA Arafat, A Khan, AK Rai, B Ghosh
Proceedings of VLDB 2023, 2023
122023
Efficient Learning of Interpretable Classification Rules
B Ghosh, D Malioutov, KS Meel
Journal of Artificial Intelligence Research (JAIR) 74, 1823-1863, 2022
112022
Classification Rules in Relaxed Logical Form
B Ghosh, D Malioutov, KS Meel
Proceedings of ECAI, 2020, 2020
92020
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
52021
Understanding Memorisation in LLMs: Dynamics, Influencing Factors, and Implications
T Speicher, MA Khan, Q Wu, V Nanda, S Das, B Ghosh, KP Gummadi, ...
arXiv preprint arXiv:2407.19262, 2024
4*2024
Towards Reliable Latent Knowledge Estimation in LLMs: In-Context Learning vs. Prompting Based Factual Knowledge Extraction
Q Wu, MA Khan, S Das, V Nanda, B Ghosh, C Kolling, T Speicher, ...
Proceedings of WSDM 2025, 2024
42024
Split learning of multi-modal medical image classification
B Ghosh, Y Wang, H Fu, Q Wei, Y Liu, RSM Goh
2024 IEEE Conference on Artificial Intelligence (CAI), 1326-1331, 2024
22024
Probably approximately correct explanations of machine learning models via syntax-guided synthesis
D Neider, B Ghosh
arXiv preprint arXiv:2009.08770, 2020
22020
A formal language approach to explaining rnns
B Ghosh, D Neider
arXiv preprint arXiv:2006.07292, 2020
22020
Logical Consistency of Large Language Models in Fact-checking
B Ghosh, S Hasan, NA Arafat, A Khan
Proceedings of ICLR 2025, 2025
12025
Don't Forget What I did?: Assessing Client Contributions in Federated Learning
B Ghosh, D Basu, F Huazhu, W Yuan, R Kanagavelu, JJ Peng, L Yong, ...
arXiv preprint arXiv:2403.07151, 2024
12024
Active Fourier Auditor for Estimating Distributional Properties of ML Models
A Ajarra, B Ghosh, D Basu
Proceedings of AAAI 2025, 2025
2025
Interpretability and Fairness in Machine Learning: A Formal Methods Approach
B Ghosh
National University of Singapore, 2023
2023
Interpretability and Fairness in Machine Learning: A Formal Methods Approach
B Ghosh
National University of Singapore, 2023
2023
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