Abdullah Alomar
4 papers · 2021–2023 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird π Renaissance Researcher (5)
π
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Data Science & Analytics
(2)
Learning Types
(2)
Methods Β· Data Science & Analytics
(2)
Computer Science
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Core AI
(1)
Core Methods
(1)
Foundations
(1)
Learning Paradigms
(1)
Mathematics
(1)
Methods Β· Reinforcement Learning
(1)
Keywords
singular spectrum analysis
(2)
causal inference
(1)
offline reinforcement learning
(1)
low-rank decomposition
(1)
time series forecasting
(1)
model-based reinforcement learning
(1)
spectral analysis
(1)
tensor completion
(1)
multivariate time series
(1)
autoregressive model
(1)
personalized model
(1)
transition dynamics
(1)
heterogeneous agent
(1)
latent dynamics
(1)
adaptive bitrate
(1)
randomized control trial
(1)
trace-driven simulation
(1)
personalized simulator
(1)
stationary process
(1)
spatiotemporal model
(1)
Papers
CausalSim: A Causal Framework for Unbiased Trace-Driven Simulation
NSDI 2023
SAMoSSA: Multivariate Singular Spectrum Analysis with Stochastic Autoregressive Noise
NeurIPS 2023
Change Point Detection via Multivariate Singular Spectrum Analysis
NeurIPS 2021
PerSim: Data-Efficient Offline Reinforcement Learning with Heterogeneous Agents via Personalized Simulators
NeurIPS 2021