Xiaokang Pan
3 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
compositional optimization
(2)
generalization error
(2)
stochastic optimization
(2)
minimax optimization
(1)
algorithmic stability
(1)
variance reduction
(1)
strongly convex
(1)
generalization analysis
(1)
estimator variance
(1)
gradient estimator
(1)
batch size
(1)
excess risk decomposition
(1)
cumulative stochastic gradient
(1)
stochastic recursive momentum
(1)
sample complexity
(1)
neural network optimization
(1)
Papers
Stability and Generalization for Stochastic (Compositional) Optimizations
IJCAI 2025
Faster Stochastic Variance Reduction Methods for Compositional MiniMax Optimization
AAAI 2024
Stability and Generalization for Stochastic Recursive Momentum-based Algorithms for (Strongly-)Convex One to K-Level Stochastic Optimizations
ICML 2024