Yilun Xu

L_DMI: A Novel Information-theoretic Loss Function for Training Deep Nets Robust to Label Noise

Yilun Xu, Peng Cao, Yuqing Kong et al. · Neural Information Processing Systems · 2019 · 123 citations

Artificial Intelligence, First Loss Function, Engineering +15

L_DMI: An Information-theoretic Noise-robust Loss Function

Yilun Xu, Peng Cao, Yuqing Kong et al. · arXiv (Cornell University) · 2019 · 34 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

A Theory of Usable Information Under Computational Constraints

Yilun Xu, Shengjia Zhao, Jiaming Song et al. · arXiv (Cornell University) · 2020 · 31 citations · Full text

Artificial Intelligence, Usable Information, Structured Prediction +21

Can Subnetwork Structure be the Key to Out-of-Distribution Generalization?

Dinghuai Zhang, Kartik Ahuja, Yilun Xu et al. · arXiv (Cornell University) · 2021 · 16 citations · Full text

Structured Prediction, Functional Modular, Network Science +13

Using gravity model to make store closing decisions: A data driven approach

Mohsen Bahrami, Yilun Xu, Miles Tweed et al. · Expert Systems with Applications · 2022 · 15 citations · Full text

Engineering, Business Intelligence, Decision Science +16