Yiling Luo

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 9

Top Topics

Stochastic Gradient Descent

Desirable Properties

Top Venues

Knowl. Based Syst.

Publications

Guoshuai Zhao, Yiling Luo, Qiang Chen, Xueming Qian
Aspect-based sentiment analysis via multitask learning for online reviews. Knowl. Based Syst. 264 (2023)
Yiling Luo, Yiling Xie, Xiaoming Huo
Improved Rate of First Order Algorithms for Entropic Optimal Transport. AISTATS (2023)
Yiling Xie, Yiling Luo, Xiaoming Huo
Solving a Special Type of Optimal Transport Problem by a Modified Hungarian Algorithm. Trans. Mach. Learn. Res. 2023 (2023)
Yiling Luo, Xiaoming Huo, Yajun Mei
Covariance Estimators for the ROOT-SGD Algorithm in Online Learning. CoRR (2022)
Yiling Luo, Xiaoming Huo, Yajun Mei
The Directional Bias Helps Stochastic Gradient Descent to Generalize in Kernel Regression Models. CoRR (2022)
Yiling Luo, Xiaoming Huo, Yajun Mei
The Directional Bias Helps Stochastic Gradient Descent to Generalize in Kernel Regression Models. ISIT (2022)
Yiling Xie, Yiling Luo, Xiaoming Huo
An Accelerated Stochastic Algorithm for Solving the Optimal Transport Problem. CoRR (2022)
Yiling Luo, Xiaoming Huo, Yajun Mei
Implicit Regularization Properties of Variance Reduced Stochastic Mirror Descent. CoRR (2022)
Yiling Luo, Xiaoming Huo, Yajun Mei
Implicit Regularization Properties of Variance Reduced Stochastic Mirror Descent. ISIT (2022)