Dennis Shen
I am an Assistant Professor in the Department of Data Sciences and Operations at USC Marshall Business School.
Previously, I was a FODSI postdoc fellow at the Simons Institute at UC Berkeley, where I was fortunate to be hosted by Professors Peng Ding, Jasjeet Sekhon, and Bin Yu. I completed my PhD in Electrical Engineering and Computer Science from MIT, where I was fortunate to be advised by Professor Devavrat Shah.
My research interests are broadly at the interface of high-dimensional statistics, machine learning, and causal inference.
news
| Oct 12, 2023 | Our paper, Same Root Different Leaves: Time Series and Cross-Sectional Methods in Panel Data, was accepted to Econometrica! This is joint work with Peng Ding, Jasjeet Sekhon, and Bin Yu. |
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| Sep 27, 2023 | Our preprint, Algebraic and Statistical Properties of the Ordinary Least Squares Interpolator, is now available on arXiv. This is joint work with Peng Ding, Jasjeet Sekhon, and Dogyoon Song. Comments and feedback are greatly appreciated! |
| May 14, 2023 | Our paper, Causal Matrix Completion, was accepted to COLT! This is joint work with Anish Agarwal, Munther Dahleh, and Devavrat Shah. |