Guanyi Wang

1. Only Train Once: A One-Shot Neural Network Training And Pruning Framework
   2021/07/15 by Tianyi Chen, Bo Ji, Chen, Tianyi +18 · 1 voice · 7 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Stochastic Gradient Optimization Techniques
2. Using L1-relaxation and integer programming to obtain dual bounds for sparse PCA
   2018/10/22 by Santanu S. Dey, Rahul Mazumder, Dey, Santanu S. +3 · 2 citations
   Computer Science · Engineering · #FOS: Mathematics #Face and Expression Recognition #Machine Learning and Algorithms #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
3. A Variance-Reduced and Stabilized Proximal Stochastic Gradient Method with Support Identification Guarantees for Structured Optimization
   2023/02/14 by Yutong Dai, Dai, Yutong, Guanyi Wang +5 · 1 citation
   Computer Science · Engineering · #49M29 #49M37 #65K05 #65K10 #65Y20 #68Q25 #90C30 #90C60 #FOS: Mathematics #Optimization and Control (math.OC) #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques