Hanseul Cho
8 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
Venues
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Research topics
Machine Learning
(7)
Optimization & Theory · Machine Learning
(6)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Core Methods
(2)
Optimization
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
minimax optimization
(2)
position coupling
(2)
maximum-margin solution
(2)
length generalization
(2)
non-convex optimization
(1)
principal component analysis
(1)
catastrophic forgetting
(1)
gradient descent
(1)
neural network training
(1)
linear classification
(1)
linear convergence
(1)
streaming algorithm
(1)
convergence rate
(1)
noisy power method
(1)
random reshuffling
(1)
weight initialization
(1)
iteration complexity
(1)
plasticity loss
(1)
positional encoding
(1)
loss landscape
(1)
Papers
Arithmetic Transformers Can Length-Generalize in Both Operand Length and Count
ICLR 2025
Convergence and Implicit Bias of Gradient Descent on Continual Linear Classification
ICLR 2025
DASH: Warm-Starting Neural Network Training in Stationary Settings without Loss of Plasticity
NeurIPS 2024
Fundamental Benefit of Alternating Updates in Minimax Optimization
ICML 2024
Position Coupling: Improving Length Generalization of Arithmetic Transformers Using Task Structure
NeurIPS 2024
Fair Streaming Principal Component Analysis: Statistical and Algorithmic Viewpoint
NeurIPS 2023
PLASTIC: Improving Input and Label Plasticity for Sample Efficient Reinforcement Learning
NeurIPS 2023
SGDA with shuffling: faster convergence for nonconvex-PŁ minimax optimization
ICLR 2023