2 citations · 2 across the 2 of their papers we have counts for
2 papers
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…
stat.ML2023★ 2 cited
Post-hoc Bias Scoring Is Optimal For Fair Classification
Wenlong Chen, Yegor Klochkov, Yang Liu
We consider a binary classification problem under group fairness constraints, which can be one of Demographic Parity (DP), Equalized Opportunity (EOp), or Equalized Odds (EO). We p…