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ORCIDAbdullah Alomar
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2020 – today
- 2024
[b1]Abdullah Alomar:
Simulating Dynamical Systems from Data. MIT, USA, 2024- 2023
- [c7]Abdullah Alomar, Munther A. Dahleh, Sean Mann, Devavrat Shah:
SAMoSSA: Multivariate Singular Spectrum Analysis with Stochastic Autoregressive Noise. NeurIPS 2023 - [c6]Abdullah Alomar, Pouya Hamadanian, Arash Nasr-Esfahany, Anish Agarwal, Mohammad Alizadeh, Devavrat Shah:
CausalSim: A Causal Framework for Unbiased Trace-Driven Simulation. NSDI 2023: 1115-1147 - [i7]Abdullah Alomar, Munther A. Dahleh, Sean Mann, Devavrat Shah:
SAMoSSA: Multivariate Singular Spectrum Analysis with Stochastic Autoregressive Noise. CoRR abs/2305.16491 (2023) - 2022
- [c5]Anish Agarwal, Abdullah Alomar, Devavrat Shah:
On Multivariate Singular Spectrum Analysis and Its Variants. SIGMETRICS (Abstracts) 2022: 79-80 - [i6]Abdullah Alomar, Pouya Hamadanian, Arash Nasr-Esfahany, Anish Agarwal, Mohammad Alizadeh, Devavrat Shah:
CausalSim: Toward a Causal Data-Driven Simulator for Network Protocols. CoRR abs/2201.01811 (2022) - 2021
- [c4]Anish Agarwal, Abdullah Alomar, Varkey Alumootil, Devavrat Shah, Dennis Shen, Zhi Xu, Cindy Yang:
PerSim: Data-Efficient Offline Reinforcement Learning with Heterogeneous Agents via Personalized Simulators. NeurIPS 2021: 18564-18576 - [c3]Arwa Alanqary, Abdullah Alomar, Devavrat Shah:
Change Point Detection via Multivariate Singular Spectrum Analysis. NeurIPS 2021: 23218-23230 - [i5]Anish Agarwal, Abdullah Alomar, Varkey Alumootil, Devavrat Shah, Dennis Shen, Zhi Xu, Cindy Yang:
PerSim: Data-Efficient Offline Reinforcement Learning with Heterogeneous Agents via Personalized Simulators. CoRR abs/2102.06961 (2021) - 2020
- [c2]Anish Agarwal, Abdullah Alomar, Devavrat Shah:
tspDB: Time Series Predict DB. NeurIPS (Competition and Demos) 2020: 27-56 - [i4]Anish Agarwal, Abdullah Alomar, Arnab Sarker, Devavrat Shah, Dennis Shen, Cindy Yang:
Two Burning Questions on COVID-19: Did shutting down the economy help? Can we (partially) reopen the economy without risking the second wave? CoRR abs/2005.00072 (2020) - [i3]Anish Agarwal, Abdullah Alomar, Romain Cosson, Devavrat Shah, Dennis Shen:
Synthetic Interventions. CoRR abs/2006.07691 (2020) - [i2]Anish Agarwal, Abdullah Alomar, Devavrat Shah:
On Multivariate Singular Spectrum Analysis. CoRR abs/2006.13448 (2020)
2010 – 2019
- 2019
- [i1]Abdullah Alomar, Muhammad J. Amjad, Robert Lindland, Devavrat Shah:
Time Series Predict DB. CoRR abs/1903.07097 (2019) - 2017
- [c1]Abdullah Alomar, Najat Alrashed, Isra Alturaiki, Hotham Altwaijry:
How Visual Analytics Unlock Insights into Traffic Incidents in Urban Areas. HCI (13) 2017: 378-393
Coauthor Index
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