Khang Le

5 papers · 2020–2026 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

Venues

ICML (2) AISTATS (1) MIDL (1) NeurIPS (1)

Top co-authors

nhật Hồ (4) Tung Pham (4) Huy Nguyen (3) Hung Bui (2) Anh M. Vu (1) Khai Nguyen (1) Zhu Han (1) Akash Awasthi (1) Dat Do (1) Dung Q Le (1)

Research topics

Machine Learning (4) Mathematics & Optimization (4) Mathematics (4) Optimization (4) Optimization & Theory (4) Computer Vision (1) Deep Learning (1) Healthcare & Medicine (1) Analysis (1) Clinical (1) Learning Types (1)

Keywords

entropic regularization (3) sinkhorn algorithm (3) computational complexity (3) optimal transport (2) kl divergence (1) kullback-leibler divergence (1) gaussian distribution (1) entropy regularization (1) vision-language model (1) unbalanced optimal transport (1) partial optimal transport (1) multimarginal transport (1) histopathology image (1) weakly supervised semantic segmentation (1) bregman projection (1) barycenter problem (1) barycenter computation (1) optimal transport problem (1) wasserstein distance (1) robust optimal transport (1)

Papers

ConStruct: Structural Distillation of Foundation Models for Prototype-Based Weakly Supervised Histopathology Segmentation MIDL 2026 Entropic Gromov-Wasserstein between Gaussian Distributions ICML 2022 On Multimarginal Partial Optimal Transport: Equivalent Forms and Computational Complexity AISTATS 2022 On Robust Optimal Transport: Computational Complexity and Barycenter Computation NeurIPS 2021 On Unbalanced Optimal Transport: An Analysis of Sinkhorn Algorithm ICML 2020