132 citations · 148 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 16 cited
Goal Misgeneralization: Why Correct Specifications Aren't Enough For Correct Goals
Rohin Shah, Vikrant Varma, Ramana Kumar +4
The field of AI alignment is concerned with AI systems that pursue unintended goals. One commonly studied mechanism by which an unintended goal might arise is specification gaming,…
cs.LG2021★ 132 cited
Towards Understanding Knowledge Distillation
Mary Phuong, Christoph H. Lampert
Knowledge distillation, i.e., one classifier being trained on the outputs of another classifier, is an empirically very successful technique for knowledge transfer between classifi…