Jiang, Xiaowen
- Adaptive SGD with Polyak stepsize and Line-search: Robust Convergence and Variance Reduction
2023/08/11 by Xiaowen Jiang, Jiang, Xiaowen, Sebastian U. Stich +1 · 8 citations
Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Optimization and Control (math.OC) #Robotics and Sensor-Based Localization
- Universality of AdaGrad Stepsizes for Stochastic Optimization: Inexact Oracle, Acceleration and Variance Reduction
2024/06/10 by Anton Rodomanov, Xiaowen Jiang, Rodomanov, Anton +3 · 5 citations
Computer Science · Decision Sciences · #Advanced Database Systems and Queries #Distributed and Parallel Computing Systems #FOS: Mathematics #Optimization and Control (math.OC) #Simulation Techniques and Applications
- Federated Optimization with Doubly Regularized Drift Correction
2024/04/12 by Jiang, Xiaowen, Rodomanov, Anton, Stich, Sebastian U. · 5 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- Stabilized Proximal Point Methods for Federated Optimization
2024/07/09 by Xiaowen Jiang, Anton Rodomanov, Jiang, Xiaowen +3 · 5 citations
Computer Science · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Matrix Theory and Algorithms #Numerical methods for differential equations #Optimization and Control (math.OC)
- A Low Memory Footprint Quantized Neural Network for Depth Completion of Very Sparse Time-of-Flight Depth Maps
2022/05/25 by Xiaowen Jiang, Valerio Cambareri, Jiang, Xiaowen +11 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Optical Sensing Technologies #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical measurement and interference techniques