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And a slightly more light-hearted one
My background is in theoretical computer science: the study of the intrinsic complexity of computations. Over the years, I’ve become more interested in problems of data analysis (which I like to think of as a special case of high dimensional geometry !). I’m also a sci-fi fan, and many years spent reading cyberpunk thrillers got me thinking about our machine-enhanced future. A few years ago, I started imagining what it would be like to live in a world where all my decisions were controlled (or nudged) by algorithms that learnt things about me, and it didn’t take long to realize that we’re barreling into a future driven by algorithms that aren’t that smart, and aren’t particularly fair.
My background is in theoretical computer science: the study of the intrinsic complexity of computations. Over the years, I’ve become more interested in problems of data analysis (which I like to think of as a special case of high dimensional geometry !). I’m also a sci-fi fan, and many years spent reading cyberpunk thrillers got me thinking about our machine-enhanced future. A few years ago, I started imagining what it would be like to live in a world where all my decisions were controlled (or nudged) by algorithms that learnt things about me, and it didn’t take long to realize that we’re barreling into a future driven by algorithms that aren’t that smart, and aren’t particularly fair.
研究兴趣
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CoRR (2023): 1570-1583
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ACM Conference on Fairness, Accountability and Transparency (FAccT)pp.1765-1775, (2022)
SIGCSEpp.1049-1050, (2022)
AIES '21: PROCEEDINGS OF THE 2021 AAAI/ACM CONFERENCE ON AI, ETHICS, AND SOCIETY (2021): 199-208
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (2021)
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