no code implementations • 6 Jun 2022 • Zhun Deng, Jiayao Zhang, Linjun Zhang, Ting Ye, Yates Coley, Weijie J. Su, James Zou
Specifically, FIFA encourages both classification and fairness generalization and can be flexibly combined with many existing fair learning methods with logits-based losses.
1 code implementation • ACL 2021 • Yu Yan, Fei Hu, Jiusheng Chen, Nikhil Bhendawade, Ting Ye, Yeyun Gong, Nan Duan, Desheng Cui, Bingyu Chi, Ruofei Zhang
Transformer-based models have made tremendous impacts in natural language generation.
1 code implementation • 6 Nov 2020 • Ting Ye, Ashkan Ertefaie, James Flory, Sean Hennessy, Dylan S. Small
Unmeasured confounding is a key threat to reliable causal inference based on observational studies.
Causal Inference
Methodology