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stat.ML2026
Bridging Structured Knowledge and Data: A Unified Framework with Finance Applications
Yi Cao, Zexun Chen, Lin William Cong +1
We develop Structured-Knowledge-Informed Neural Networks (SKINNs), a unified estimation framework that embeds theoretical, simulated, previously learned, or cross-domain insights a…
stat.ML2018
Tuning Fairness by Balancing Target Labels
Thomas Kehrenberg, Zexun Chen, Novi Quadrianto
The issue of fairness in machine learning models has recently attracted a lot of attention as ensuring it will ensure continued confidence of the general public in the deployment o…