Tam Le
- Persistence Fisher Kernel: A Riemannian Manifold Kernel for Persistence Diagrams
2018/02/10 by Tam Le, Le, Tam, Makoto Yamada +1 · 6 citations
Computer Science · Medicine · #Topological and Geometric Data Analysis #Leprosy Research and Treatment
- Inexact subgradient methods for semialgebraic functions
2024/04/30 by Jérôme Bolte, Bolte, Jérôme, Tam Le +5 · 1 voice · 4 citations
Computer Science · Mathematics · #Advanced Optimization Algorithms Research #Optimization and Variational Analysis #Stochastic Gradient Optimization Techniques #math.OC #stat.ML
- Sliced Wasserstein with Random-Path Projecting Directions
2024/01/29 by Minh‐Khai Nguyen, Shujian Zhang, Nguyen, Khai +5 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Image Processing Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Universal generalization guarantees for Wasserstein distributionally robust models
2024/02/19 by Tam Le, Jérôme Malick, Le, Tam +1 · 1 voice · 1 citation
#math.OC #stat.ML
- Tree-Sliced Variants of Wasserstein Distances
2019/02/01 by Tam Le, Le, Tam, Makoto Yamada +5 · 1 citation
Engineering · Environmental Science · #3D Shape Modeling and Analysis #Asphalt Pavement Performance Evaluation #FOS: Computer and information sciences #Groundwater flow and contamination studies #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Sobolev Transport: A Scalable Metric for Probability Measures with Graph Metrics
2022/02/22 by Tam Le, Le, Tam, Truyen Nguyen +5 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Topological and Geometric Data Analysis #Domain Adaptation and Few-Shot Learning
- Graphical stability of set-valued integrals under measure perturbations
2026/07/21 by Tam Le
#math.OC #math.PR