Le, Tam

1. 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
2. Point-set Distances for Learning Representations of 3D Point Clouds
   2021/02/08 by Nguyen, Trung, Pham, Quang-Hieu, Le, Tam +3 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. 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
4. 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)
5. Optimal Transport Kernels for Sequential and Parallel Neural Architecture Search
   2020/06/13 by Nguyen, Vu, Le, Tam, Yamada, Makoto +1 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
6. 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
7. Nonsmooth nonconvex stochastic heavy ball
   2023/04/26 by Le, Tam · 1 citation
   #FOS: Mathematics #Optimization and Control (math.OC)
8. 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)
9. 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