Abdullah Alomar
4 papers · 2021–2023 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (12) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(13)
π£
Hot Topic Early Bird
Conferences
NIPS (3)
NSDI (1)
Top co-authors
Keywords
change point detection
(1)
causal inference
(1)
offline reinforcement learning
(1)
low-rank decomposition
(1)
model-based reinforcement learning
(1)
tensor completion
(1)
multivariate time series
(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)
spatio-temporal model
(1)
singular spectrum analysis
(1)
cumulative sum
(1)
Papers
SAMoSSA: Multivariate Singular Spectrum Analysis with Stochastic Autoregressive Noise
NIPS 2023
CausalSim: A Causal Framework for Unbiased Trace-Driven Simulation
NSDI 2023
PerSim: Data-Efficient Offline Reinforcement Learning with Heterogeneous Agents via Personalized Simulators
NIPS 2021
Change Point Detection via Multivariate Singular Spectrum Analysis
NIPS 2021