no code implementations • 21 Jun 2023 • Guoyao Shen, Boran Hao, Mengyu Li, Chad W. Farris, Ioannis Ch. Paschalidis, Stephan W. Anderson, Xin Zhang
However, the drawback of these structures is that they are not fully utilizing the information from both domains (k-space and image).
no code implementations • 15 Oct 2022 • Ruidi Chen, Boran Hao, Ioannis Ch. Paschalidis
We develop a Distributionally Robust Optimization (DRO) formulation for Multiclass Logistic Regression (MLR), which could tolerate data contaminated by outliers.
no code implementations • 27 Sep 2021 • Ruidi Chen, Boran Hao, Ioannis Paschalidis
We develop a Distributionally Robust Optimization (DRO) formulation for Multiclass Logistic Regression (MLR), which could tolerate data contaminated by outliers.
1 code implementation • COLING 2020 • Boran Hao, Henghui Zhu, Ioannis Paschalidis
Domain knowledge is important for building Natural Language Processing (NLP) systems for low-resource settings, such as in the clinical domain.