Abhradeep Guha Thakurta | Jack Baskin School of Engineering

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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

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