Visually Communicating and Teaching Intuition for Influence Functions
Work
Year: 2020
Type: article
Abstract: Estimators based on influence functions (IFs) have been shown to be effective in many settings, especially when combined with machine learning techniques. By focusing on estimating a specific target o... more
Source: The American Statistician
Authors Aaron Fisher, Edward H. Kennedy
Institutions Takeda (United States), Carnegie Mellon University
Cites: 42
Cited by: 27
Related to: 10
FWCI: 2.627
Citation percentile (by year/subfield): 99.98
Subfield: Statistics and Probability
Field: Mathematics
Domain: Physical Sciences
Open Access status: green