Elliot Nelson
5 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🐝
Cross-Pollinator
(13)
🗺️
Taxonomy Completionist
(11)
Conferences
ICML (2)
ACL (1)
AISTATS (1)
UAI (1)
Top co-authors
Keywords
causal discovery
(1)
attention mechanism
(1)
question answering
(1)
continuous optimization
(1)
time series
(1)
episodic memory
(1)
thompson sampling
(1)
hidden markov model
(1)
regret bound
(1)
contextual bandit
(1)
interventional datum
(1)
directed acyclic graph
(1)
long context
(1)
key-value cache
(1)
dynamic bayesian network
(1)
context chunk
(1)
latent state dynamics
(1)
online em algorithm
(1)
Papers
EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts
ACL 2025
Q-function Decomposition with Intervention Semantics for Factored Action Spaces
AISTATS 2025
Larimar: Large Language Models with Episodic Memory Control
ICML 2024
IDYNO: Learning Nonparametric DAGs from Interventional Dynamic Data
ICML 2022
Linearizing contextual bandits with latent state dynamics
UAI 2022