Publications

SAMoSSA: Multivariate Singular Spectrum Analysis with Stochastic Autoregressive Noise
Abdullah Alomar, Munther Dahleh, Sean Mann, Devavrat Shah
PDF
CausalSim: A Causal Framework for Unbiased Trace-Driven Simulation
Abdullah Alomar, Pouya Hamadanian, Arash Nasr-Esfahany, Anish Agarwal, Mohammad Alizadeh, Devavrat Shah
PDF Project Slides Press
PerSim: Data-Efficient Offline Reinforcement Learning with Heterogeneous Agents via Personalized Simulators
Anish Agarwal, Abdullah Alomar, Varkey Alumootil, Devavrat Shah, Dennis Shen, Zhi Xu, Cindy Yang
PDF Slides
Change Point Detection via Multivariate Singular Spectrum Analysis
Arwa Alanqary, Abdullah Alomar, Devavrat Shah
PDF Slides
On Multivariate Singular Spectrum Analysis
Anish Agarwal, Abdullah Alomar, Devavrat Shah
PDF Slides
Two Burning Questions on COVID-19
Anish Agarwal, Abdullah Alomar, Arnab Sarker, Devavrat Shah, Dennis Shen, Cindy Yang
PDF Project
tspDB: Time Series Predict DB
Anish Agarwal, Abdullah Alomar, Devavrat Shah
PDF Project Video