Better May Not Be Fairer: A Study on Subgroup Discrepancy in Image Classification
Author:
Affiliation:
1. University of Southern California,Los Angeles,CA
2. IBM Research,Boston,MA
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10376473/10376477/10378606.pdf?arnumber=10378606
Reference54 articles.
1. Invariant risk minimization;Arjovsky,2019
2. Robust Solutions of Optimization Problems Affected by Uncertain Probabilities
3. Representation Learning: A Review and New Perspectives
4. Colour and Texture Descriptors for Visual Recognition: A Historical Overview
5. Understanding disentangling in β-vae;Burgess;Machine Learning,2018
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