Influence Approximation

4 papers with code • 0 benchmarks • 0 datasets

Estimating the influence of training triples on the behavior of a machine learning model.

Latest papers with no code

A Practical Influence Approximation for Privacy-Preserving Data Filtering in Federated Learning

no code yet • 23 May 2022

Federated Learning by nature is susceptible to low-quality, corrupted, or even malicious data that can severely degrade the quality of the learned model.