Yuege Xie

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 10

Top Topics

Robust Optimization

Image Segmentation

Provably Convergent

Top Venues

SIAM J. Math. Data Sci.

Publications

Yijun Dong, Yuege Xie, Rachel Ward
Adaptively Weighted Data Augmentation Consistency Regularization for Robust Optimization under Concept Shift. ICML (2023)
Yuege Xie, Hung-Hsu Chou, Holger Rauhut, Rachel A. Ward
Overparameterization and Generalization Error: Weighted Trigonometric Interpolation. SIAM J. Math. Data Sci. 4 (2) (2022)
Yuege Xie, Robert Shi, Hayden Schaeffer, Rachel Ward
SHRIMP: Sparser Random Feature Models via Iterative Magnitude Pruning. MSML (2022)
Xiaoxia Wu, Yuege Xie, Simon Shaolei Du, Rachel Ward
AdaLoss: A Computationally-Efficient and Provably Convergent Adaptive Gradient Method. AAAI (2022)
Yijun Dong, Yuege Xie, Rachel Ward
AdaWAC: Adaptively Weighted Augmentation Consistency Regularization for Volumetric Medical Image Segmentation. CoRR (2022)
Xiaoxia Wu, Yuege Xie, Simon S. Du, Rachel Ward
AdaLoss: A computationally-efficient and provably convergent adaptive gradient method. CoRR (2021)
Yuege Xie, Bobby Shi, Hayden Schaeffer, Rachel Ward
SHRIMP: Sparser Random Feature Models via Iterative Magnitude Pruning. CoRR (2021)
Yuege Xie, Rachel Ward, Holger Rauhut, Hung-Hsu Chou
Weighted Optimization: better generalization by smoother interpolation. CoRR (2020)
Yuege Xie, Xiaoxia Wu, Rachel Ward
Linear Convergence of Adaptive Stochastic Gradient Descent. AISTATS (2020)
Yuege Xie, Xiaoxia Wu, Rachel Ward
Linear Convergence of Adaptive Stochastic Gradient Descent. CoRR (2019)