Tesi Xiao

1. Neural SDE: Stabilizing Neural ODE Networks with Stochastic Noise
   2019/06/05 by Xuanqing Liu, Liu, Xuanqing, Tesi Xiao +9 · 19 citations
   Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
2. Accelerating Sinkhorn Algorithm with Sparse Newton Iterations
   2024/01/20 by Xun Tang, Michael Shavlovsky, Tang, Xun +11 · 4 citations
   Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Advanced Neural Network Applications
3. A One-Sample Decentralized Proximal Algorithm for Non-Convex Stochastic Composite Optimization
   2023/02/20 by Tesi Xiao, Xuxing Chen, Xiao, Tesi +5 · 2 citations
   Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Parallel #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
4. Statistical Inference for Polyak-Ruppert Averaged Zeroth-order Stochastic Gradient Algorithm
   2021/02/10 by Yanhao Jin, Jin, Yanhao, Tesi Xiao +3 · 1 citation
   Computer Science · Engineering · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
5. A Sinkhorn-type Algorithm for Constrained Optimal Transport
   2024/03/08 by Xun Tang, Tang, Xun, Holakou Rahmanian +9 · 2 citations
   Social Sciences · #Transportation Planning and Optimization