3 papers
eess.IV2023
Attention Hybrid Variational Net for Accelerated MRI Reconstruction
Guoyao Shen, Boran Hao, Mengyu Li +4
The application of compressed sensing (CS)-enabled data reconstruction for accelerating magnetic resonance imaging (MRI) remains a challenging problem. This is due to the fact that…
cs.CV2022
Distributionally Robust Multiclass Classification and Applications in Deep Image Classifiers
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. The DRO framework…
stat.ML2021
Distributionally Robust Multiclass Classification and Applications in Deep Image Classifiers
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. The DRO framework…