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stat.ML2024★ 2 cited
On Goodhart's law, with an application to value alignment
El-Mahdi El-Mhamdi, Lê-Nguyên Hoang
``When a measure becomes a target, it ceases to be a good measure'', this adage is known as {\it Goodhart's law}. In this paper, we investigate formally this law and prove that it…
cs.LG2024
The poison of dimensionality
Lê-Nguyên Hoang
This paper advances the understanding of how the size of a machine learning model affects its vulnerability to poisoning, despite state-of-the-art defenses. Given isotropic random…