Minhui Huang
8 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(20)
Venues
Top co-authors
Research topics
Machine Learning
(8)
Optimization & Theory · Machine Learning
(8)
Mathematics & Optimization
(6)
Optimization
(6)
Artificial Intelligence
(3)
Learning Paradigms · Machine Learning
(3)
Learning Paradigms · Artificial Intelligence
(3)
Deep Learning
(2)
Core Methods
(2)
Data Science & Analytics
(1)
Applications
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
bilevel optimization
(4)
optimal transport
(3)
block coordinate descent
(2)
federated learning
(2)
wasserstein distance
(2)
convergence analysis
(2)
stiefel manifold
(2)
riemannian optimization
(2)
gradient descent ascent
(2)
convergence rate
(1)
implicit differentiation
(1)
sample complexity
(1)
coordinate descent
(1)
adaptive step size
(1)
fair classification
(1)
generative adversarial network
(1)
client sampling
(1)
wasserstein metric
(1)
entropy regularization
(1)
minimax optimization
(1)
Papers
Efficiently Escaping Saddle Points in Bilevel Optimization
JMLR 2025
Tuning-Free Bilevel Optimization: New Algorithms and Convergence Analysis
ICLR 2025
On the Convergence of Projected Alternating Maximization for Equitable and Optimal Transport
JMLR 2024
Stochastic Smoothed Gradient Descent Ascent for Federated Minimax Optimization
AISTATS 2024
Achieving Linear Speedup in Non-IID Federated Bilevel Learning
ICML 2023
Decentralized Stochastic Bilevel Optimization with Improved per-Iteration Complexity
ICML 2023
A Riemannian Block Coordinate Descent Method for Computing the Projection Robust Wasserstein Distance
ICML 2021
Projection Robust Wasserstein Barycenters
ICML 2021