Abdullah Alomar | DeepAI

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∙ 05/25/2023

SAMoSSA: Multivariate Singular Spectrum Analysis with Stochastic Autoregressive Noise

The well-established practice of time series analysis involves estimatin...

0 Abdullah Alomar, et al. ∙

∙ 01/05/2022

CausalSim: Unbiased Trace-Driven Network Simulation

Evaluating the real-world performance of network protocols is challengin...

3 Abdullah Alomar, et al. ∙

∙ 02/13/2021

PerSim: Data-Efficient Offline Reinforcement Learning with Heterogeneous Agents via Personalized Simulators

We consider offline reinforcement learning (RL) with heterogeneous agent...

12 Anish Agarwal, et al. ∙

∙ 06/24/2020

On Multivariate Singular Spectrum Analysis

We analyze a variant of multivariate singular spectrum analysis (mSSA), ...

3 Anish Agarwal, et al. ∙

∙ 06/13/2020

Synthetic Interventions

We develop a method to help quantify the impact different levels of mobi...

5 Anish Agarwal, et al. ∙

∙ 04/30/2020

Two Burning Questions on COVID-19: Did shutting down the economy help? Can we (partially) reopen the economy without risking the second wave?

As we reach the apex of the COVID-19 pandemic, the most pressing questio...

0 Anish Agarwal, et al. ∙

∙ 03/17/2019

Time Series Predict DB

In this work, we are motivated to make predictive functionalities native...

0 Abdullah Alomar, et al. ∙

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