Do Young Eun
6 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (10) πΊοΈ Taxonomy Completionist (11)
β
The Questioner
Conferences
ICML (2)
AISTATS (1)
ICLR (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
random walk
(2)
distributed learning
(2)
central limit theorem
(2)
stochastic optimization
(2)
distributed optimization
(1)
self-repellent walks
(1)
markov chain monte carlo
(1)
mcmc sampling
(1)
markov chain
(1)
asymptotic variance
(1)
communication efficiency
(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)
self-repellent random walk
(1)
graph sampling
(1)
random walk sampling
(1)
Papers
Beyond Self-Repellent Kernels: History-Driven Target Towards Efficient Nonlinear MCMC on General Graphs
ICML 2025
Does Worst-Performing Agent Lead the Pack? Analyzing Agent Dynamics in Unified Distributed SGD
NIPS 2024
Central Limit Theorem for Two-Timescale Stochastic Approximation with Markovian Noise: Theory and Applications
AISTATS 2024
Accelerating Distributed Stochastic Optimization via Self-Repellent Random Walks
ICLR 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