9 citations · 10 across the 2 of their papers we have counts for
3 papers
MAxBench: A Multinomial Concept Recovery Benchmark
Divya Appapogu, Freya Behrens, Yonatan Belinkov +1
Fine-grained control of language model behaviors (e.g., steering) is among the more actionable outcomes of interpretability research. For binary concepts such as refusal, a single…
Unveiling the Hessian's Connection to the Decision Boundary
Mahalakshmi Sabanayagam, Freya Behrens, Urte Adomaityte +1
Understanding the properties of well-generalizing minima is at the heart of deep learning research. On the one hand, the generalization of neural networks has been connected to the…
Backtracking Dynamical Cavity Method
Freya Behrens, Barbora Hudcová, Lenka Zdeborová
The cavity method is one of the cornerstones of the statistical physics of disordered systems such as spin glasses and other complex systems. It is able to analytically and asympto…