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Abhradeep Guha Thakurta
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Title
Assistant Professor, Computer Science and Engineering
Department
Computer Science and Engineering
Office Location
Engineering 2, Room 339B
Mail Stop
SOE3
Biography
My research is at the intersection of machine learning and data privacy. My primary research interest is in designing privacy-preserving machine learning algorithms with strong analytical guarantees, which are robust to errors in the data. In many instances, I harness the privacy property of the algorithms to obtain robustness and utility guarantees. My combination of academic and industrial experience has allowed me to draw non-obvious insights at the intersection of theoretical analysis and practical deployment of privacy-preserving machine learning algorithms.
Research Areas
Data privacy, machine learning, high-dimensional statistics, online learning, data streaming
Web Page
Personal webpage
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