Jayavardhana Gubbi

Low-level Bias discovery and Mitigation for Image Classification

2022 · 2022 IEEE International Conference on Signal Processing and Communications (SPCOM)

Identification of bias and its mitigation in a classifier is a fundamental sanity check required in trustworthy AI systems. There have been many methods for mitigation of bias in literature that use bias as apriori …