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Swami Sankaranarayanan Swami Sankaranarayanan s w a m i v i v @ m i t . e d u Google Scholar / GitHub / Twitter About me As of August 2023, I am a Research Scientist at Sony AI in the AI Ethics team. Excited to collaborate on topics related to ethics of generative AI! Recently, I was a Postdoctoral Associate at MIT working with Phillip Isola and Marzyeh Ghassemi working on uncertainty estimation in generative models and efficiently updating LLMs. Previously, I was a Research Scientist at Butterfly Network where I was part of the deep learning team led by Nathan Silberman . I obtained my Ph.D under Prof. Rama Chellappa , for which I was awarded the ECE Distinguished Dissertation Award. I am interested in what makes a Machine Learning system trustworthy. I study this question from varied perspectives: Interpretable Auditing : Quantifying when ML systems fail and reasoning why the...
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