Differential Fairness for Machine Learning and Artificial Intelligence Systems: Unbiased Decisions with Biased Data

Files

Foulds_Nov_14_2018_MD_AI_Differential_Fairness.pdf (2.79 MB)

Links to Files

http://jfoulds.informationsystems.umbc.edu/slides/2018/Foulds_Nov_14_2018_MD_AI_Differential_Fairness.pdf

Permanent Link

http://hdl.handle.net/11603/12621

Collections

UMBC Information Systems Department
UMBC Faculty Collection
UMBC Student Collection

Author/Creator

Islam, Rashidul

Date

2018-11-14

Type of Work

conference papers and proceedings
Text

Rights

This item is likely protected under Title 17 of the U.S. Copyright Law. Unless on a Creative Commons license, for uses protected by Copyright Law, contact the copyright holder or the author.

Subjects

machine learning
artificial intelligence
classification
data
intersectionality
infra-marginality