M$^3$Fair: Mitigating Bias in Healthcare Data through Multi-Level and Multi-Sensitive-Attribute Reweighting Method

1 code implementation • 7 Jun 2023 • Yinghao Zhu, Jingkun An, Enshen Zhou, Lu An, Junyi Gao, Hao Li, Haoran Feng, Bo Hou, Wen Tang, Chengwei Pan, Liantao Ma

In healthcare AI, these attributes can play a significant role in determining the quality of care that individuals receive.

Attribute Fairness

Robust and Scalable Game-theoretic Security Investment Methods for Voltage Stability of Power Systems

no code implementations • 10 Mar 2022 • Lu An, Pratishtha Shukla, Aranya Chakrabortty, Alexandra Duel-Hallen

We develop investment approaches to secure electric power systems against load attacks where a malicious intruder (the attacker) covertly changes reactive power setpoints of loads to push the grid towards voltage instability while the system operator (the defender) employs reactive power compensation (RPC) to prevent instability.