Xiyu Zhai

1. Gradient Descent Finds Global Minima of Deep Neural Networks
   2018/11/09 by Simon S. Du, Du, Simon S., Jason D. Lee +7 · 1 voice · 45 citations
   Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Machine Learning and ELM
2. Generalization Bounds of SGLD for Non-convex Learning: Two Theoretical Viewpoints
   2017/07/19 by Wenlong Mou, Mou, Wenlong, Liwei Wang +5 · 7 citations
   Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
3. Transformers are Efficient Compilers, Provably
   2024/10/07 by Xiyu Zhai, Runlong Zhou, Zhai, Xiyu +5 · 1 voice
   #cs.PL #cs.LG
4. SceneGen: Generative Contextual Scene Augmentation using Scene Graph Priors
   2020/09/25 by Mohammad Keshavarzi, Keshavarzi, Mohammad, Aakash Parikh +9 · 2 citations
   Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Multimodal Machine Learning Applications #Robotics and Sensor-Based Localization