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ORCIDBibTeX records: Bishwamittra Ghosh
@inproceedings{DBLP:conf/aaai/AjarraGB25,
author = {Ayoub Ajarra and
Bishwamittra Ghosh and
Debabrota Basu},
editor = {Toby Walsh and
Julie Shah and
Zico Kolter},
title = {Active Fourier Auditor for Estimating Distributional Properties of
{ML} Models},
booktitle = {AAAI-25, Sponsored by the Association for the Advancement of Artificial
Intelligence, February 25 - March 4, 2025, Philadelphia, PA, {USA}},
pages = {15330--15338},
publisher = {{AAAI} Press},
year = {2025},
url = {https://doi.org/10.1609/aaai.v39i15.33682},
doi = {10.1609/AAAI.V39I15.33682},
timestamp = {Thu, 25 Dec 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/AjarraGB25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/GhoshBF0KJLGW25,
author = {Bishwamittra Ghosh and
Debabrota Basu and
Huazhu Fu and
Yuan Wang and
Renuga Kanagavelu and
Jinpeng Jiang and
Yong Liu and
Rick Siow Mong Goh and
Qingsong Wei},
editor = {In{\^{e}}s Lynce and
Nello Murano and
Mauro Vallati and
Serena Villata and
Federico Chesani and
Michela Milano and
Andrea Omicini and
Mehdi Dastani},
title = {History-Aware and Dynamic Client Contribution in Federated Learning},
booktitle = {{ECAI} 2025 - 28th European Conference on Artificial Intelligence,
25-30 October 2025, Bologna, Italy - Including 14th Conference on
Prestigious Applications of Intelligent Systems {(PAIS} 2025)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {413},
pages = {1374--1381},
publisher = {{IOS} Press},
year = {2025},
url = {https://doi.org/10.3233/FAIA250955},
doi = {10.3233/FAIA250955},
timestamp = {Wed, 25 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/GhoshBF0KJLGW25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GhoshHA025,
author = {Bishwamittra Ghosh and
Sarah Hasan and
Naheed Anjum Arafat and
Arijit Khan},
title = {Logical Consistency of Large Language Models in Fact-Checking},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/forum?id=SimlDuN0YT},
timestamp = {Thu, 15 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GhoshHA025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/WuKDNGKSBGT25,
author = {Qinyuan Wu and
Mohammad Aflah Khan and
Soumi Das and
Vedant Nanda and
Bishwamittra Ghosh and
Camila Kolling and
Till Speicher and
Laurent Bindschaedler and
Krishna P. Gummadi and
Evimaria Terzi},
editor = {Wolfgang Nejdl and
S{\"{o}}ren Auer and
Meeyoung Cha and
Marie{-}Francine Moens and
Marc Najork},
title = {Towards Reliable Latent Knowledge Estimation in LLMs: Zero-Prompt
Many-Shot Based Factual Knowledge Extraction},
booktitle = {Proceedings of the Eighteenth {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2025, Hannover, Germany, March 10-14,
2025},
pages = {754--763},
publisher = {{ACM}},
year = {2025},
url = {https://doi.org/10.1145/3701551.3703562},
doi = {10.1145/3701551.3703562},
timestamp = {Fri, 07 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/WuKDNGKSBGT25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-13313,
author = {Soumi Das and
Camila Kolling and
Mohammad Aflah Khan and
Mahsa Amani and
Bishwamittra Ghosh and
Qinyuan Wu and
Till Speicher and
Krishna P. Gummadi},
title = {Revisiting Privacy, Utility, and Efficiency Trade-offs when Fine-Tuning
Large Language Models},
journal = {CoRR},
volume = {abs/2502.13313},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.13313},
doi = {10.48550/ARXIV.2502.13313},
eprinttype = {arXiv},
eprint = {2502.13313},
timestamp = {Wed, 19 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-13313.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2507-14777,
author = {Bishwamittra Ghosh and
Soumi Das and
Qinyuan Wu and
Mohammad Aflah Khan and
Krishna P. Gummadi and
Evimaria Terzi and
Deepak Garg},
title = {Rethinking Memorization Measures and their Implications in Large Language
Models},
journal = {CoRR},
volume = {abs/2507.14777},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2507.14777},
doi = {10.48550/ARXIV.2507.14777},
eprinttype = {arXiv},
eprint = {2507.14777},
timestamp = {Sun, 17 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2507-14777.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2507-21914,
author = {Qinyuan Wu and
Soumi Das and
Mahsa Amani and
Bishwamittra Ghosh and
Mohammad Aflah Khan and
Krishna P. Gummadi and
Muhammad Bilal Zafar},
title = {Rote Learning Considered Useful: Generalizing over Memorized Data
in LLMs},
journal = {CoRR},
volume = {abs/2507.21914},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2507.21914},
doi = {10.48550/ARXIV.2507.21914},
eprinttype = {arXiv},
eprint = {2507.21914},
timestamp = {Thu, 21 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2507-21914.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeecai/GhoshWFWLG24,
author = {Bishwamittra Ghosh and
Yuan Wang and
Huazhu Fu and
Qingsong Wei and
Yong Liu and
Rick Siow Mong Goh},
title = {Split Learning of Multi-Modal Medical Image Classification},
booktitle = {{IEEE} Conference on Artificial Intelligence, {CAI} 2024, Singapore,
June 25-27, 2024},
pages = {1326--1331},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/CAI59869.2024.00235},
doi = {10.1109/CAI59869.2024.00235},
timestamp = {Thu, 25 Dec 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ieeecai/GhoshWFWLG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-07151,
author = {Bishwamittra Ghosh and
Debabrota Basu and
Huazhu Fu and
Yuan Wang and
Renuga Kanagavelu and
Jinpeng Jiang and
Yong Liu and
Rick Siow Mong Goh and
Qingsong Wei},
title = {Don't Forget What {I} did?: Assessing Client Contributions in Federated
Learning},
journal = {CoRR},
volume = {abs/2403.07151},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.07151},
doi = {10.48550/ARXIV.2403.07151},
eprinttype = {arXiv},
eprint = {2403.07151},
timestamp = {Fri, 13 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-07151.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-12957,
author = {Qinyuan Wu and
Mohammad Aflah Khan and
Soumi Das and
Vedant Nanda and
Bishwamittra Ghosh and
Camila Kolling and
Till Speicher and
Laurent Bindschaedler and
Krishna P. Gummadi and
Evimaria Terzi},
title = {Towards Reliable Latent Knowledge Estimation in LLMs: In-Context Learning
vs. Prompting Based Factual Knowledge Extraction},
journal = {CoRR},
volume = {abs/2404.12957},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.12957},
doi = {10.48550/ARXIV.2404.12957},
eprinttype = {arXiv},
eprint = {2404.12957},
timestamp = {Wed, 22 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-12957.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-19262,
author = {Till Speicher and
Mohammad Aflah Khan and
Qinyuan Wu and
Vedant Nanda and
Soumi Das and
Bishwamittra Ghosh and
Krishna P. Gummadi and
Evimaria Terzi},
title = {Understanding Memorisation in LLMs: Dynamics, Influencing Factors,
and Implications},
journal = {CoRR},
volume = {abs/2407.19262},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.19262},
doi = {10.48550/ARXIV.2407.19262},
eprinttype = {arXiv},
eprint = {2407.19262},
timestamp = {Sat, 24 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-19262.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-08111,
author = {Ayoub Ajarra and
Bishwamittra Ghosh and
Debabrota Basu},
title = {Active Fourier Auditor for Estimating Distributional Properties of
{ML} Models},
journal = {CoRR},
volume = {abs/2410.08111},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.08111},
doi = {10.48550/ARXIV.2410.08111},
eprinttype = {arXiv},
eprint = {2410.08111},
timestamp = {Mon, 18 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-08111.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-16100,
author = {Bishwamittra Ghosh and
Sarah Hasan and
Naheed Anjum Arafat and
Arijit Khan},
title = {Logical Consistency of Large Language Models in Fact-checking},
journal = {CoRR},
volume = {abs/2412.16100},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.16100},
doi = {10.48550/ARXIV.2412.16100},
eprinttype = {arXiv},
eprint = {2412.16100},
timestamp = {Thu, 23 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-16100.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/ArafatKRG23,
author = {Naheed Anjum Arafat and
Arijit Khan and
Arpit Kumar Rai and
Bishwamittra Ghosh},
title = {Neighborhood-based Hypergraph Core Decomposition},
journal = {Proc. {VLDB} Endow.},
volume = {16},
number = {9},
pages = {2061--2074},
year = {2023},
url = {https://www.vldb.org/pvldb/vol16/p2061-arafat.pdf},
doi = {10.14778/3598581.3598582},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/ArafatKRG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/GhoshBM23,
author = {Bishwamittra Ghosh and
Debabrota Basu and
Kuldeep S. Meel},
title = {"How Biased are Your Features?": Computing Fairness Influence
Functions with Global Sensitivity Analysis},
booktitle = {Proceedings of the 2023 {ACM} Conference on Fairness, Accountability,
and Transparency, FAccT 2023, Chicago, IL, USA, June 12-15, 2023},
pages = {138--148},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3593013.3593983},
doi = {10.1145/3593013.3593983},
timestamp = {Sun, 02 Nov 2025 21:27:25 +0100},
biburl = {https://dblp.org/rec/conf/fat/GhoshBM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Ghosh23,
author = {Bishwamittra Ghosh},
title = {Interpretability and Fairness in Machine Learning: {A} Formal Methods
Approach},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {7083--7084},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/816},
doi = {10.24963/IJCAI.2023/816},
timestamp = {Tue, 15 Oct 2024 16:43:28 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Ghosh23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-06426,
author = {Naheed Anjum Arafat and
Arijit Khan and
Arpit Kumar Rai and
Bishwamittra Ghosh},
title = {Neighborhood-based Hypergraph Core Decomposition},
journal = {CoRR},
volume = {abs/2301.06426},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.06426},
doi = {10.48550/ARXIV.2301.06426},
eprinttype = {arXiv},
eprint = {2301.06426},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-06426.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/GhoshMM22,
author = {Bishwamittra Ghosh and
Dmitry Malioutov and
Kuldeep S. Meel},
title = {Efficient Learning of Interpretable Classification Rules},
journal = {J. Artif. Intell. Res.},
volume = {74},
pages = {1823--1863},
year = {2022},
url = {https://doi.org/10.1613/jair.1.13482},
doi = {10.1613/JAIR.1.13482},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/GhoshMM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsas/AponAGS22,
author = {Sajid Hasan Apon and
Mohammed Eunus Ali and
Bishwamittra Ghosh and
Timos Sellis},
title = {Social-Spatial Group Queries with Keywords},
journal = {{ACM} Trans. Spatial Algorithms Syst.},
volume = {8},
number = {1},
pages = {1--32},
year = {2022},
url = {https://doi.org/10.1145/3475962},
doi = {10.1145/3475962},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsas/AponAGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GhoshBM22,
author = {Bishwamittra Ghosh and
Debabrota Basu and
Kuldeep S. Meel},
title = {Algorithmic Fairness Verification with Graphical Models},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {9539--9548},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i9.21187},
doi = {10.1609/AAAI.V36I9.21187},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GhoshBM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-06936,
author = {Bishwamittra Ghosh and
Dmitry Malioutov and
Kuldeep S. Meel},
title = {Efficient Learning of Interpretable Classification Rules},
journal = {CoRR},
volume = {abs/2205.06936},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.06936},
doi = {10.48550/ARXIV.2205.06936},
eprinttype = {arXiv},
eprint = {2205.06936},
timestamp = {Tue, 17 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-06936.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-00667,
author = {Bishwamittra Ghosh and
Debabrota Basu and
Kuldeep S. Meel},
title = {How Biased is Your Feature?: Computing Fairness Influence Functions
with Global Sensitivity Analysis},
journal = {CoRR},
volume = {abs/2206.00667},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.00667},
doi = {10.48550/ARXIV.2206.00667},
eprinttype = {arXiv},
eprint = {2206.00667},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-00667.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GhoshBM21,
author = {Bishwamittra Ghosh and
Debabrota Basu and
Kuldeep S. Meel},
title = {Justicia: {A} Stochastic {SAT} Approach to Formally Verify Fairness},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {7554--7563},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i9.16925},
doi = {10.1609/AAAI.V35I9.16925},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GhoshBM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-09447,
author = {Bishwamittra Ghosh and
Debabrota Basu and
Kuldeep S. Meel},
title = {Algorithmic Fairness Verification with Graphical Models},
journal = {CoRR},
volume = {abs/2109.09447},
year = {2021},
url = {https://arxiv.org/abs/2109.09447},
eprinttype = {arXiv},
eprint = {2109.09447},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-09447.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/CiampiconiGSM20,
author = {Lorenzo Ciampiconi and
Bishwamittra Ghosh and
Jonathan Scarlett and
Kuldeep S. Meel},
title = {A MaxSAT-Based Framework for Group Testing},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {10144--10152},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i06.6574},
doi = {10.1609/AAAI.V34I06.6574},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/CiampiconiGSM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/GhoshMM20,
author = {Bishwamittra Ghosh and
Dmitry Malioutov and
Kuldeep S. Meel},
editor = {Giuseppe De Giacomo and
Alejandro Catal{\'{a}} and
Bistra Dilkina and
Michela Milano and
Sen{\'{e}}n Barro and
Alberto Bugar{\'{\i}}n and
J{\'{e}}r{\^{o}}me Lang},
title = {Classification Rules in Relaxed Logical Form},
booktitle = {{ECAI} 2020 - 24th European Conference on Artificial Intelligence,
29 August-8 September 2020, Santiago de Compostela, Spain, August
29 - September 8, 2020 - Including 10th Conference on Prestigious
Applications of Artificial Intelligence {(PAIS} 2020)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {325},
pages = {2489--2496},
publisher = {{IOS} Press},
year = {2020},
url = {https://doi.org/10.3233/FAIA200382},
doi = {10.3233/FAIA200382},
timestamp = {Fri, 09 Apr 2021 18:50:05 +0200},
biburl = {https://dblp.org/rec/conf/ecai/GhoshMM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-01891,
author = {Bishwamittra Ghosh and
Kuldeep S. Meel},
title = {{IMLI:} An Incremental Framework for MaxSAT-Based Learning of Interpretable
Classification Rules},
journal = {CoRR},
volume = {abs/2001.01891},
year = {2020},
url = {http://arxiv.org/abs/2001.01891},
eprinttype = {arXiv},
eprint = {2001.01891},
timestamp = {Mon, 13 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-01891.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07292,
author = {Bishwamittra Ghosh and
Daniel Neider},
title = {A Formal Language Approach to Explaining RNNs},
journal = {CoRR},
volume = {abs/2006.07292},
year = {2020},
url = {https://arxiv.org/abs/2006.07292},
eprinttype = {arXiv},
eprint = {2006.07292},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07292.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-06516,
author = {Bishwamittra Ghosh and
Debabrota Basu and
Kuldeep S. Meel},
title = {Justicia: {A} Stochastic {SAT} Approach to Formally Verify Fairness},
journal = {CoRR},
volume = {abs/2009.06516},
year = {2020},
url = {https://arxiv.org/abs/2009.06516},
eprinttype = {arXiv},
eprint = {2009.06516},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-06516.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-08770,
author = {Daniel Neider and
Bishwamittra Ghosh},
title = {Probably Approximately Correct Explanations of Machine Learning Models
via Syntax-Guided Synthesis},
journal = {CoRR},
volume = {abs/2009.08770},
year = {2020},
url = {https://arxiv.org/abs/2009.08770},
eprinttype = {arXiv},
eprint = {2009.08770},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-08770.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/GhoshM19,
author = {Bishwamittra Ghosh and
Kuldeep S. Meel},
editor = {Vincent Conitzer and
Gillian K. Hadfield and
Shannon Vallor},
title = {{IMLI:} An Incremental Framework for MaxSAT-Based Learning of Interpretable
Classification Rules},
booktitle = {Proceedings of the 2019 {AAAI/ACM} Conference on AI, Ethics, and Society,
{AIES} 2019, Honolulu, HI, USA, January 27-28, 2019},
pages = {203--210},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3306618.3314283},
doi = {10.1145/3306618.3314283},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aies/GhoshM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/GhoshACHSL18,
author = {Bishwamittra Ghosh and
Mohammed Eunus Ali and
Farhana Murtaza Choudhury and
Sajid Hasan Apon and
Timos Sellis and
Jianxin Li},
title = {The Flexible Socio Spatial Group Queries},
journal = {Proc. {VLDB} Endow.},
volume = {12},
number = {2},
pages = {99--111},
year = {2018},
url = {http://www.vldb.org/pvldb/vol12/p99-ghosh.pdf},
doi = {10.14778/3282495.3282497},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/GhoshACHSL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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