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title
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Syamantak Kumar Syamantak Kumar I am a second year PhD student studying computer science at UT Austin advised by Prof. Purnamrita Sarkar and Prof. Kevin Tian . Broadly, my research interests lie at the intersection of statistics and machine learning. I am interested in designing machine learning algorithms with provable guarantees of convergence and correctness. I also want to work on quantifying the computational and statistical aspects of state-of-the-art deep learning methods. I deeply enjoy studying the applications of high-dimensional statistics, optimization and probability theory to real-world problems. Previously, I was an undergraduate student at the Computer Science and Engineering Department, IIT Bombay . I previously worked with Prof. Suyash Awate on Medical Imaging and with Prof. Preethi Jyothi on NLP for Code-switching at IIT Bombay. I have also worked with P...
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