Hua Ouyang

1. Stochastic Smoothing for Nonsmooth Minimizations: Accelerating SGD by Exploiting Structure
   2012/05/21 by Hua Ouyang, Alexander Gray, Ouyang, Hua +1 · 2 citations
   Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Complexity and Algorithms in Graphs
2. Ultra High-Dimensional Nonlinear Feature Selection for Big Biological Data
   2016/08/14 by Makoto Yamada, Yamada, Makoto, Jiliang Tang +23 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Chemistry · #Advanced Proteomics Techniques and Applications #FOS: Computer and information sciences #Machine Learning (stat.ML) #Machine Learning in Bioinformatics #Metabolomics and Mass Spectrometry Studies
3. Scaling Submodular Maximization via Pruned Submodularity Graphs
   2016/06/01 by Tianyi Zhou, Zhou, Tianyi, Hua Ouyang +7 · 1 citation
   Computer Science · #Combinatorics (math.CO) #Complexity and Algorithms in Graphs #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Stochastic Gradient Optimization Techniques