基本信息
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Bio
My main research goal is build reliable AI solutions. My research interests span several areas in machine learning and artificial intelligence this includes Bayesian inference, deep generative modeling, uncertainty quantification and learning with limited data. My current work focuses on developing theory and practical systems for machine learning applications that demand constraints such as reliability, fairness, and interpretability. I am a core contributor to several open-source trustworthy AI toolkits - AI Fairness 360, AI Explainability 360, and Uncertainty Quantification 360.
Research Interests
Papers共 123 篇Author StatisticsCo-AuthorSimilar Experts
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Swapnaja Achintalwar,Ioana Baldini,Djallel Bouneffouf, Joan Byamugisha,Maria Chang,Pierre Dognin,Eitan Farchi,Ndivhuwo Makondo,Aleksandra Mojsilovic,Manish Nagireddy,Karthikeyan Natesan Ramamurthy,Inkit Padhi,Orna Raz,Jesus Rios,Prasanna Sattigeri,Moninder Singh, Siphiwe A. Thwala,Rosario A. Uceda-Sosa,Kush R. Varshney
Conference on Neural Information Processing Systems (2024)
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Conference on Neural Information Processing Systems (2024)
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TMLR 2024 (2024)
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Conference on Neural Information Processing Systems (2024)
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Conference on Neural Information Processing Systems (2024)
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International Joint Conference on Artificial Intelligencepp.8759-8762, (2024)
CoRR (2024)
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Author Statistics
#Papers: 125
#Citation: 6519
H-Index: 26
G-Index: 80
Sociability: 6
Diversity: 2
Activity: 27
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