Liu, Hude

1. Universal Approximation with Softmax Attention
   2025/04/22 by Jerry Yao-Chieh Hu, Hu, Jerry Yao-Chieh, Liu, Hude +6 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Matrix Theory and Algorithms #Neural Networks and Applications #Numerical Methods and Algorithms
2. Attention Mechanism, Max-Affine Partition, and Universal Approximation
   2025/04/28 by Jian Hu, Liu, Hude, Zhao Song +4 · 2 citations
   Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Quantum Computing Algorithms and Architecture #Quantum many-body systems #Stochastic Gradient Optimization Techniques