Do Young Eun
6 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
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The Questioner
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Research topics
Keywords
stochastic optimization
(2)
distributed learning
(2)
markov chain monte carlo
(2)
self-repellent random walk
(2)
random walk
(2)
central limit theorem
(2)
mcmc sampling
(1)
markov chain
(1)
asymptotic variance
(1)
communication efficiency
(1)
transition kernel
(1)
distributed stochastic gradient descent
(1)
communication efficient
(1)
two-timescale stochastic approximation
(1)
markovian noise
(1)
gradient-based temporal difference
(1)
nonlinear function approximation
(1)
graph sampling
(1)
random walk sampling
(1)
loewner ordering
(1)
Papers
Beyond Self-Repellent Kernels: History-Driven Target Towards Efficient Nonlinear MCMC on General Graphs
ICML 2025
Accelerating Distributed Stochastic Optimization via Self-Repellent Random Walks
ICLR 2024
Central Limit Theorem for Two-Timescale Stochastic Approximation with Markovian Noise: Theory and Applications
AISTATS 2024
Does Worst-Performing Agent Lead the Pack? Analyzing Agent Dynamics in Unified Distributed SGD
NeurIPS 2024
Self-Repellent Random Walks on General Graphs - Achieving Minimal Sampling Variance via Nonlinear Markov Chains (Extended Abstract)
IJCAI 2024
Self-Repellent Random Walks on General Graphs - Achieving Minimal Sampling Variance via Nonlinear Markov Chains
ICML 2023