Cohere For AI - Guest Speaker: Miao Zhang, CS Ph.D. student at
NYU

The discussion will explore Common-Sense Bias Discovery (CSBD), a novel method leveraging image descriptions to identify and mitigate biases in image classification by adjusting sampling weights, significantly outperforming current bias mitigation techniques without needing sensitive labels.

The associated paper for the session is @ https://arxiv.org/abs/2401.13213

Miao's Bio: Miao is a a CS Ph.D. student at New York University (NYU) and a Graduate Researcher at the The Visualization and Data Analytics Research Center at NYU. (https://vida.engineering.nyu.edu/) Her research direction lies at the intersection of computer vision and fairness/bias mitigation, applied on real-world environmental and healthcare problems.

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