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Chulhee Yun
Chulhee Yun
11
papers
275
total citations
papers (11)
O(n) Connections are Expressive Enough: Universal Approximability of Sparse Transformers
NEURIPS 2020
arXiv
94
citations
SGD with shuffling: optimal rates without component convexity and large epoch requirements
NEURIPS 2020
arXiv
70
citations
PLASTIC: Improving Input and Label Plasticity for Sample Efficient Reinforcement Learning
NEURIPS 2023
arXiv
41
citations
Practical Sharpness-Aware Minimization Cannot Converge All the Way to Optima
NEURIPS 2023
arXiv
28
citations
Trajectory Alignment: Understanding the Edge of Stability Phenomenon via Bifurcation Theory
NEURIPS 2023
arXiv
15
citations
Fundamental Benefit of Alternating Updates in Minimax Optimization
ICML 2024
arXiv
11
citations
Fair Streaming Principal Component Analysis: Statistical and Algorithmic Viewpoint
NEURIPS 2023
arXiv
9
citations
Convergence and Implicit Bias of Gradient Descent on Continual Linear Classification
ICLR 2025
arXiv
4
citations
Through the River: Understanding the Benefit of Schedule-Free Methods for Language Model Training
NEURIPS 2025
arXiv
2
citations
Incremental Gradient Descent with Small Epoch Counts is Surprisingly Slow on Ill-Conditioned Problems
ICML 2025
arXiv
1
citations
Provable Benefit of Random Permutations over Uniform Sampling in Stochastic Coordinate Descent
ICML 2025
arXiv
0
citations