Interventional Fairness with Indirect Knowledge of Unobserved Protected Attributes
Galhotra, Sainyam, Shanmugam, Karthikeyan, Sattigeri, Prasanna, Varshney, Kush R
Published in Entropy (Basel, Switzerland) (25.11.2021)
Published in Entropy (Basel, Switzerland) (25.11.2021)
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Journal Article
Socially Responsible AI Algorithms: Issues, Purposes, and Challenges
Cheng, Lu, Varshney, Kush R., Liu, Huan
Published in The Journal of artificial intelligence research (2021)
Published in The Journal of artificial intelligence research (2021)
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Journal Article
Human-centered explainability for life sciences, healthcare, and medical informatics
Dey, Sanjoy, Chakraborty, Prithwish, Kwon, Bum Chul, Dhurandhar, Amit, Ghalwash, Mohamed, Suarez Saiz, Fernando J., Ng, Kenney, Sow, Daby, Varshney, Kush R., Meyer, Pablo
Published in Patterns (New York, N.Y.) (13.05.2022)
Published in Patterns (New York, N.Y.) (13.05.2022)
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Journal Article
Confronting data sparsity to identify potential sources of Zika virus spillover infection among primates
Han, Barbara A., Majumdar, Subhabrata, Calmon, Flavio P., Glicksberg, Benjamin S., Horesh, Raya, Kumar, Abhishek, Perer, Adam, von Marschall, Elisa B., Wei, Dennis, Mojsilović, Aleksandra, Varshney, Kush R.
Published in Epidemics (01.06.2019)
Published in Epidemics (01.06.2019)
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Journal Article
Skin Tone Analysis for Representation in Educational Materials (STAR-ED) using machine learning
Tadesse, Girmaw Abebe, Cintas, Celia, Varshney, Kush R., Staar, Peter, Agunwa, Chinyere, Speakman, Skyler, Jia, Justin, Bailey, Elizabeth E., Adelekun, Ademide, Lipoff, Jules B., Onyekaba, Ginikanwa, Lester, Jenna C., Rotemberg, Veronica, Zou, James, Daneshjou, Roxana
Published in NPJ digital medicine (18.08.2023)
Published in NPJ digital medicine (18.08.2023)
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Journal Article
Collaborative Kalman Filtering for Dynamic Matrix Factorization
Sun, John Z., Parthasarathy, Dhruv, Varshney, Kush R.
Published in IEEE transactions on signal processing (15.07.2014)
Published in IEEE transactions on signal processing (15.07.2014)
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Journal Article
A synergistic future for AI and ecology
Han, Barbara A, Varshney, Kush R, LaDeau, Shannon, Subramaniam, Ajit, Weathers, Kathleen C, Zwart, Jacob
Published in Proceedings of the National Academy of Sciences - PNAS (19.09.2023)
Published in Proceedings of the National Academy of Sciences - PNAS (19.09.2023)
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Journal Article
Data Pre-Processing for Discrimination Prevention: Information-Theoretic Optimization and Analysis
Calmon, Flavio Du Pin, Wei, Dennis, Vinzamuri, Bhanukiran, Ramamurthy, Karthikeyan Natesan, Varshney, Kush R.
Published in IEEE journal of selected topics in signal processing (01.10.2018)
Published in IEEE journal of selected topics in signal processing (01.10.2018)
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Journal Article
Think Your Artificial Intelligence Software Is Fair? Think Again
Bellamy, Rachel K.E., Dey, Kuntal, Hind, Michael, Hoffman, Samuel C., Houde, Stephanie, Kannan, Kalapriya, Lohia, Pranay, Mehta, Sameep, Mojsilovic, Aleksandra, Nagar, Seema, Ramamurthy, Karthikeyan Natesan, Richards, John, Saha, Diptikalyan, Sattigeri, Prasanna, Singh, Moninder, Varshney, Kush R., Zhang, Yunfeng
Published in IEEE software (01.07.2019)
Published in IEEE software (01.07.2019)
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Journal Article
The incentive gap in data work in the era of large models
Gero, Katy Ilonka, Das, Payel, Dognin, Pierre, Padhi, Inkit, Sattigeri, Prasanna, Varshney, Kush R.
Published in Nature machine intelligence (01.06.2023)
Published in Nature machine intelligence (01.06.2023)
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Journal Article
Treatment Effect Estimation Using Invariant Risk Minimization
Shah, Abhin, Ahuja, Kartik, Shanmugam, Karthikeyan, Wei, Dennis, Varshney, Kush R., Dhurandhar, Amit
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
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Conference Proceeding
Sparse Representation in Structured Dictionaries With Application to Synthetic Aperture Radar
Varshney, K.R., Cetin, M., Fisher, J.W., Willsky, A.S.
Published in IEEE transactions on signal processing (01.08.2008)
Published in IEEE transactions on signal processing (01.08.2008)
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Journal Article
Identifying Factors Associated with Neonatal Mortality in Sub-Saharan Africa using Machine Learning
Ogallo, William, Speakman, Skyler, Akinwande, Victor, Varshney, Kush R, Walcott-Bryant, Aisha, Wayua, Charity, Weldemariam, Komminist, Mershon, Claire-Helene, Orobaton, Nosa
Published in AMIA ... Annual Symposium proceedings (2020)
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Published in AMIA ... Annual Symposium proceedings (2020)
Journal Article
Associative Algorithms for Computational Creativity
Varshney, Lav R, Wang, Jun, Varshney, Kush R
Published in The Journal of creative behavior (01.09.2016)
Published in The Journal of creative behavior (01.09.2016)
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Journal Article