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Tam Le

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

24

Venues

10

Active years

2013–2025

Best venue rank

A*

Where they publish

Papers

24 indexed papers, newest first.

YearVenueTitleAuthors
2025ICLRSAVA: Scalable Learning-Agnostic Data Valuation.Samuel Kessler, Tam Le, Vu Nguyen
2025ICLRUniversal generalization guarantees for Wasserstein distributionally robust models.Tam Le, Jrme Malick
2025ICLRSpherical Tree-Sliced Wasserstein Distance.Hoang V. Tran, Thanh T. Chu, Minh-Khoi Nguyen-Nhat, Huyen Trang Pham, Tam Le, Tan Minh Nguyen
2025ICLRDistance-Based Tree-Sliced Wasserstein Distance.Hoang V. Tran, Minh-Khoi Nguyen-Nhat, Huyen Trang Pham, Thanh T. Chu, Tam Le, Tan Minh Nguyen
2025ICMLScalable Sobolev IPM for Probability Measures on a Graph.Tam Le, Truyen Nguyen, Hideitsu Hino, Kenji Fukumizu
2025ICMLTree-Sliced Wasserstein Distance: A Geometric Perspective.Hoang V. Tran, Huyen Trang Pham, Tho Tran Huu, Minh-Khoi Nguyen-Nhat, Thanh T. Chu, Tam Le, Tan Minh Nguyen
2025ICMLTree-Sliced Wasserstein Distance with Nonlinear Projection.Thanh Tran, Hoang V. Tran, Thanh T. Chu, Huyen Trang Pham, Laurent El Ghaoui, Tam Le, Tan Minh Nguyen
2024AISTATSOptimal Transport for Measures with Noisy Tree Metric.Tam Le, Truyen Nguyen, Kenji Fukumizu
2024ICMLGeneralized Sobolev Transport for Probability Measures on a Graph.Tam Le, Truyen Nguyen, Kenji Fukumizu
2024ICMLSliced Wasserstein with Random-Path Projecting Directions.Khai Nguyen, Shujian Zhang, Tam Le, Nhat Ho
2023AISTATSScalable Unbalanced Sobolev Transport for Measures on a Graph.Tam Le, Truyen Nguyen, Kenji Fukumizu
2023IJCAIDynamic Flows on Curved Space Generated by Labeled Data.Xinru Hua, Truyen Nguyen, Tam Le, Jose H. Blanchet, Viet Anh Nguyen
2022AISTATSSobolev Transport: A Scalable Metric for Probability Measures with Graph Metrics.Tam Le, Truyen Nguyen, Dinh Phung, Viet Anh Nguyen
2021AISTATSFlow-based Alignment Approaches for Probability Measures in Different Spaces.Tam Le, Nhat Ho, Makoto Yamada
2021AISTATSEntropy Partial Transport with Tree Metrics: Theory and Practice.Tam Le, Truyen Nguyen
2021ICCVPoint-set Distances for Learning Representations of 3D Point Clouds.Trung Nguyen, Quang-Hieu Pham, Tam Le, Tung Pham, Nhat Ho, Binh-Son Hua
2021ICMLOptimal Transport Kernels for Sequential and Parallel Neural Architecture Search.Vu Nguyen, Tam Le, Makoto Yamada, Michael A. Osborne
2020ECAITopological Bayesian Optimization with Persistence Diagrams.Tatsuya Shiraishi, Tam Le, Hisashi Kashima, Makoto Yamada
2019ICMLSafe Grid Search with Optimal Complexity.Eugne Ndiaye, Tam Le, Olivier Fercoq, Joseph Salmon, Ichiro Takeuchi
2019MobiquitousPPCA: privacy-preserving conditional actions for IoT environments using smart contracts.Tam Le, Matt W. Mutka
2019WoWMoMA Lightweight Block Validation Method for Resource-Constrained IoT Devices in Blockchain-Based Applications.Tam Le, Matt W. Mutka
2018SmartCompCapChain: A Privacy Preserving Access Control Framework Based on Blockchain for Pervasive Environments.Tam Le, Matt W. Mutka
2015ICMLUnsupervised Riemannian Metric Learning for Histograms Using Aitchison Transformations.Tam Le, Marco Cuturi
2013ACMLGeneralized Aitchison Embeddings for Histograms.Tam Le, Marco Cuturi