3 papers
cs.LG2025
A mean teacher algorithm for unlearning of language models
Yegor Klochkov
One of the goals of language model unlearning is to reduce memorization of selected text instances while retaining the model's general abilities. Despite various proposed methods,…
cs.LG2024
Revisiting inverse Hessian vector products for calculating influence functions
Yegor Klochkov, Yang Liu
Influence functions are a popular tool for attributing a model's output to training data. The traditional approach relies on the calculation of inverse Hessian-vector products (iHV…
math.PR2024
Spin glass to paramagnetic transition and triple point in Spherical SK model
Iain M. Johnstone, Yegor Klochkov, Alexei Onatski +1
This paper studies spin glass to paramagnetic transition in the Spherical Sherrington-Kirkpatrick model with ferromagnetic Curie-Weiss interaction with coupling constant and in…