Milena Gazdieva
5 papers · 2023–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Mathematics & Optimization
(4)
Optimization
(4)
Deep Learning
(3)
Optimization & Theory · Machine Learning
(3)
Core Methods
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Generation
(1)
Learning Types
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
optimal transport
(3)
unbalanced optimal transport
(2)
style transfer
(1)
universal approximation
(1)
image translation
(1)
continuous optimization
(1)
probability distribution
(1)
machine learning
(1)
robust estimation
(1)
entropic regularization
(1)
generalization bound
(1)
energy-based model
(1)
domain translation
(1)
error bound
(1)
min-max optimization
(1)
entropic optimal transport
(1)
marginal constraint
(1)
wasserstein barycenter
(1)
unbalanced transport
(1)
approximation bound
(1)
Papers
Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport
ICLR 2025
Energy-Guided Continuous Entropic Barycenter Estimation for General Costs
NeurIPS 2024
Estimating Barycenters of Distributions with Neural Optimal Transport
ICML 2024
Light Unbalanced Optimal Transport
NeurIPS 2024
Extremal Domain Translation with Neural Optimal Transport
NeurIPS 2023