Author

Gang Tan

h-index 2 View on Semantic Scholar

We have 1 of 9 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Aug 2026

Fairness Invariants: A Relational Approach to Explaining and Mitigating Fairness Bugs

REMI, a framework for the automated localization, explanation, and mitigation of individual discrimination, is presented, which introduces a bidirectional relational explanation framework that learns over paired examples $(x, x')$ to identify regions of the input space where fairness is violated.

Ranit Debnath Akash, Ashish Kumar, Gang Tan et al. · 0 citations