Elliot Nelson
5 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Machine Learning
(2)
Natural Language Processing
(2)
Deep Learning
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Learning Paradigms
(1)
Learning Types
(1)
Methods
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
episodic memory
(2)
attention mechanism
(1)
question answering
(1)
sample complexity
(1)
causal effect estimation
(1)
continuous optimization
(1)
time series
(1)
model-based reinforcement learning
(1)
thompson sampling
(1)
factored action spaces
(1)
hidden markov model
(1)
regret bound
(1)
contextual bandit
(1)
model-free reinforcement learning
(1)
interventional data
(1)
directed acyclic graph
(1)
long context
(1)
key-value cache
(1)
dynamic bayesian network
(1)
knowledge updating
(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