Tam Le

Assistant Professor@Institute of Statistical Mathematics, Tokyo·日本·OpenReview

研究方向

OT with tree system · Data valuation · OT with functional structures · Sobolev transport · Tree-Sliced-Wasserstein · Kernel methods · Optimal Transport · Geometric methods

6.0

Tree-sliced Sobolev IPM

ICLR 2026Poster

5.3

Revisiting Tree-Sliced Wasserstein Distance Through the Lens of the Fermat–Weber Problem

ICLR 2026Poster

3.3

Generalized Sobolev IPM for Graph-Based Measures

ICLR 2026Rejected

一作

7.3

An Efficient Orlicz-Sobolev Approach for Transporting Unbalanced Measures on a Graph

NeurIPS 2025Spotlight

合作者 (16)

Minh-Khoi Nguyen-Nhat

Tam Le

Tree-sliced Sobolev IPM

Revisiting Tree-Sliced Wasserstein Distance Through the Lens of the Fermat–Weber Problem

Generalized Sobolev IPM for Graph-Based Measures

An Efficient Orlicz-Sobolev Approach for Transporting Unbalanced Measures on a Graph

SAVA: Scalable Learning-Agnostic Data Valuation

Distance-Based Tree-Sliced Wasserstein Distance

Tree-Sliced Entropy Partial Transport

Spherical Tree-Sliced Wasserstein Distance

Tree-Sliced Wasserstein Distance: A Geometric Perspective

Projection Optimal Transport on Tree-Ordered Lines

Scalable Sobolev IPM for Probability Measures on a Graph

Tree-Sliced Wasserstein Distance with Nonlinear Projection