kathryn-cat.github.io - About

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Resume / Contact About Me Nice to meet you! I am Kathryn (Jinqi) Chen, a senior undergraduate student at Carnegie Mellon University School of Computer Science . I am part of the Catalyst Group advised by Prof. Tianqi Chen working on deep learning compilers. Previously, I was an intern at the MLSys team of OctoML in summer 2022, and contributed to the ApacheTVM project. In the past year, I also worked closely with Huan Zhang on formal verification of large neural networks. Our network verifier α,β-CROWN won

I am interested in understanding the fundamental aspects of deep learning. Currently, I am attracted to the following two areas:

The core question I have been thinking about is: what results in the limited capacity of modern deep learning and how could we improve it?

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