Truyen Nguyen
11 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (20) 💎 Century Club · Bronze 🔥 Unstoppable · Bronze
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Prolific Year · Productive
Top co-authors
Research topics
Machine Learning
(9)
Mathematics & Optimization
(8)
Optimization
(8)
Core Methods
(5)
Mathematics
(4)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Learning Types
(3)
Application Areas
(2)
Learning Paradigms
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Core AI
(1)
Foundations
(1)
Methods
(1)
Keywords
optimal transport
(8)
graph metric space
(3)
domain adaptation
(2)
kernel methods
(2)
imitation learning
(2)
label shift
(2)
unbalanced transport
(2)
tree metric
(2)
graph metric
(2)
sobolev transport
(2)
negative definite kernel
(2)
probability measure
(2)
maximum mean discrepancy
(1)
kernel regression
(1)
document classification
(1)
transfer learning
(1)
topological data analysis
(1)
first-order method
(1)
unsupervised domain adaptation
(1)
multi-source learning
(1)
Papers
Scalable Sobolev IPM for Probability Measures on a Graph
ICML 2025
Generalized Sobolev Transport for Probability Measures on a Graph
ICML 2024
Optimal Transport for Measures with Noisy Tree Metric
AISTATS 2024
Dynamic Flows on Curved Space Generated by Labeled Data
IJCAI 2023
Scalable Unbalanced Sobolev Transport for Measures on a Graph
AISTATS 2023
Sobolev Transport: A Scalable Metric for Probability Measures with Graph Metrics
AISTATS 2022
Adversarial Regression with Doubly Non-negative Weighting Matrices
NeurIPS 2021
Entropy Partial Transport with Tree Metrics: Theory and Practice
AISTATS 2021
Most: multi-source domain adaptation via optimal transport for student-teacher learning
UAI 2021
On the Convergence of Gradient Descent in GANs: MMD GAN As a Gradient Flow
AISTATS 2021
TIDOT: A Teacher Imitation Learning Approach for Domain Adaptation with Optimal Transport
IJCAI 2021