Alex Zhao

Hi, I'm Alex. I'm a student at Harvard Law School, currently thinking about algorithms and the First Amendment. I previously helped build climate tech at Watershed, researched recommender systems, and worked as a data journalist.

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Selected publications
Do Offline Metrics Predict Online Performance in Recommender Systems?
Karl Krauth, Sarah Dean*, Alex Zhao*, Wenshuo Guo*, Mihaela Curmei*, Benjamin Recht, Michael I. Jordan
2020
arXiv / Github / NeurIPS Workshop

In this work we investigate the extent to which offline metrics predict online performance by evaluating eleven recommenders across six controlled simulated environments. We provide the environments and recommenders described in this paper as Reclab: an extensible ready-to-use simulation framework at RecLab.

A network-based group testing strategy for colleges
Alex Zhao, Kavin Kumaravel, Emanuele Massaro, Marta Gonzalez
Applied Network Science, 2021
HTML version / PDF version

We propose a novel group testing strategy which requires only local information about the underlying transmission network.


Biden races to hire senior staff at drained agencies
Alex Zhao and Daniel Lippman
POLITICO, August 2021

The Biden administration is racing to rebuild senior agency roles depleted by the previous president, hiring at the fastest rate in decades, a POLITICO analysis found.


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