Xiaoxia Wu
Hohhot Minzu College(CN)Wuyi University(CN)Wuyi University(CN)
Publications by Year
Research Areas
Stochastic Gradient Optimization Techniques, Sparse and Compressive Sensing Techniques, Statistical Methods and Inference, Advanced Optimization Algorithms Research, Topic Modeling
Most-Cited Works
- → AdaGrad stepsizes: Sharp convergence over nonconvex landscapes(2018)136 cited
- AdaGrad stepsizes: Sharp convergence over nonconvex landscapes, from any initialization(2018)
- → WNGrad: Learn the Learning Rate in Gradient Descent(2018)55 cited
- → Global Convergence of Adaptive Gradient Methods for An Over-parameterized Neural Network(2019)44 cited
- → Hierarchical Learning for Generation with Long Source Sequences(2021)41 cited
- → Subthreshold voltage startup module for stepup DC–DC converter(2010)19 cited
- → Choosing the Sample with Lowest Loss makes SGD Robust(2020)11 cited
- → Linear Convergence of Adaptive Stochastic Gradient Descent(2019)7 cited
- → When Do Curricula Work?(2020)7 cited