Rong Ge
Hunan University of Science and Technology(CN)Wuhan University of Technology(CN)
Publications by Year
Research Areas
Sparse and Compressive Sensing Techniques, Stochastic Gradient Optimization Techniques, Machine Learning and Algorithms, Neural Networks and Applications, Model Reduction and Neural Networks
Most-Cited Works
- → Computing a nonnegative matrix factorization -- provably(2012)286 cited
- → Provable Bounds for Learning Some Deep Representations(2013)241 cited
- → Global Convergence of Policy Gradient Methods for the Linear Quadratic Regulator(2018)240 cited
- How to escape saddle points efficiently(2017)
- → No Spurious Local Minima in Nonconvex Low Rank Problems: A Unified Geometric Analysis(2017)221 cited
- → Generalization and Equilibrium in Generative Adversarial Nets (GANs)(2017)211 cited
- → Matrix Completion has No Spurious Local Minimum(2016)186 cited