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Kinjal Basu
Kinjal Basu
Sr. Staff Applied Researcher, LinkedIn Corporation
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Achieving Fairness via Post-Processing in Web-Scale Recommender Systems✱
P Nandy, C Diciccio, D Venugopalan, H Logan, K Basu, N El Karoui
Proceedings of the 2022 ACM Conference on Fairness, Accountability, and ¡¦, 2022
442022
Transformations and Hardy--Krause variation
K Basu, AB Owen
SIAM Journal on Numerical Analysis 54 (3), 1946-1966, 2016
422016
Evaluating fairness using permutation tests
C DiCiccio, S Vasudevan, K Basu, K Kenthapadi, D Agarwal
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge ¡¦, 2020
392020
Knowledge-driven natural language understanding of english text and its applications
K Basu, SC Varanasi, F Shakerin, J Arias, G Gupta
Proceedings of the AAAI Conference on Artificial Intelligence 35 (14), 12554 ¡¦, 2021
352021
Granite code models: A family of open foundation models for code intelligence
M Mishra, M Stallone, G Zhang, Y Shen, A Prasad, AM Soria, M Merler, ...
arXiv preprint arXiv:2405.04324, 2024
332024
ECLIPSE: An extreme-scale linear program solver for web-applications
K Basu, A Ghoting, R Mazumder, Y Pan
International Conference on Machine Learning, 704-714, 2020
312020
Low discrepancy constructions in the triangle
K Basu, AB Owen
SIAM Journal on Numerical Analysis 53 (2), 743-761, 2015
282015
A/B testing in dense large-scale networks: design and inference
P Nandy, K Basu, S Chatterjee, Y Tu
Advances in Neural Information Processing Systems 33, 2870-2880, 2020
232020
Automated interactive domain-specific conversational agents that understand human dialogs
Y Zeng, A Rajasekharan, P Padalkar, K Basu, J Arias, G Gupta
International Symposium on Practical Aspects of Declarative Languages, 204-222, 2024
202024
Online parameter selection for web-based ranking problems
D Agarwal, K Basu, S Ghosh, Y Xuan, Y Yang, L Zhang
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge ¡¦, 2018
202018
Disentangling and operationalizing AI fairness at linkedin
J Quiñonero Candela, Y Wu, B Hsu, S Jain, J Ramos, J Adams, ...
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and ¡¦, 2023
182023
Long-term dynamics of fairness intervention in connection recommender systems
NJ Akpinar, C DiCiccio, P Nandy, K Basu
Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society, 22-35, 2022
182022
Large-scale automated hyperparameter tuning
K Basu, C Jiang, Y Ouyang, J Fleming
US Patent 11,392,859, 2022
182022
Analysis of thompson sampling for gaussian process optimization in the bandit setting
K Basu, S Ghosh
stat 1050, 12, 2018
172018
Pushing the limits of fairness impossibility: Who's the fairest of them all?
B Hsu, R Mazumder, P Nandy, K Basu
Advances in Neural Information Processing Systems 35, 32749-32761, 2022
162022
Personalized treatment selection using causal heterogeneity
Y Tu, K Basu, C DiCiccio, R Bansal, P Nandy, P Jaikumar, S Chatterjee
Proceedings of the Web Conference 2021, 1574-1585, 2021
162021
A framework for fairness in two-sided marketplaces
K Basu, C DiCiccio, H Logan, NE Karoui
arXiv preprint arXiv:2006.12756, 2020
162020
Knowledge-assisted reasoning of model-augmented system requirements with event calculus and goal-directed answer set programming
B Hall, SC Varanasi, J Fiedor, J Arias, K Basu, F Li, D Bhatt, K Driscoll, ...
arXiv preprint arXiv:2109.04634, 2021
152021
Recognition of similar shaped handwritten characters using logistic regression
K Basu, R Nangia, U Pal
2012 10th IAPR International Workshop on Document Analysis Systems, 200-204, 2012
142012
Granite-function calling model: Introducing function calling abilities via multi-task learning of granular tasks
I Abdelaziz, K Basu, M Agarwal, S Kumaravel, M Stallone, R Panda, ...
arXiv preprint arXiv:2407.00121, 2024
132024
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