Arnab Auddy
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Assistant Professor
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About Me
I am currently an Assistant Professor in the Department of Statistics at The Ohio State University.
Till July 2024, I was a postdoctoral researcher at UPenn Biostatistics (DBEI), where I was mentored by Prof. Tony Cai and Prof. Hongzhe Li. Earlier, in July 2023, I finished my PhD from the Statistics Department at Columbia University, New York. I am fortunate to be advised by Prof. Ming Yuan. Before Columbia, I finished my Bachelors and Masters in Statistics from Indian Statistical Institute, Kolkata.
I am broadly interested in developing theory and methods for high dimensional data, nonparametric statistics and machine learning. Please see my research page for more details.
CV
Here is a copy of my CV.
Recent Information
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My paper with Prof. T. Tony Cai and Abhinav Chakraborty, on Nonparametric Classification with Distributed Differential Privacy, is now posted on arXiv! More details can be found here.
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I recently wrote a review paper on tensor methods with Prof. Dong Xia and Prof. Ming Yuan, to be found here.
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My paper with Haolin Zou, Prof. Kamiar Rahnama Rad, and Prof. Arian Maleki, on Approximate Leave-One-Out Cross Validation was accepted as an oral presentation in AISTATS 2024. More details can be found here.
Education
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Columbia University, New York: Ph.D., Statistics, 2018 - 2023
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Indian Statistical Institute, Kolkata: Master of Statistics (M.Stat), 2016 - 2018
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Indian Statistical Institute, Kolkata: Bachelor of Statistics (B.Stat), 2013 - 2016