Abdullah Alomar

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Devavrat ShahMassachusetts Institute of TechnologyVerified email at mit.edu
Anish AgarwalAssistant Professor, Columbia UniversityVerified email at columbia.edu
Dennis ShenAssistant Professor at USC Data Sciences and OperationsVerified email at marshall.usc.edu
Arash Nasr-EsfahanyPhD Student at MITVerified email at csail.mit.edu
Arnab SarkerMassachusetts Institute of TechnologyVerified email at mit.edu
Pouya HamadanianCo-founder of Stealth StartupVerified email at mit.edu
Mohammad AlizadehProfessor of Computer Science, MITVerified email at csail.mit.edu
Saleh A. AlshebeiliProfessor of Electrical Engineering, King Saud UniversityVerified email at ksu.edu.sa
Arwa AlanqaryMassachusetts Institute of Technology, University of California BerkeleyVerified email at mit.edu
Zhi XuPh.D. in EECS, MITVerified email at mit.edu
Rediet AbebeELLIS Institute; Max Planck Institute for Intelligent Systems; Tübingen AI CenterVerified email at tue.ellis.eu
Ariel ProcacciaAlfred and Rebecca Lin Professor of Computer Science, Harvard UniversityVerified email at seas.harvard.edu
Ali ShiraliPh.D. Student, University of California at BerkeleyVerified email at berkeley.edu
Parsa MirtaheriPh.D. Student, UC San DiegoVerified email at ucsd.edu
Omar AlolayanPhD candidate @ MITVerified email at alum.mit.edu
John WilliamsProfessor of Information Engineering, MITVerified email at mit.edu
Munther DahlehMITVerified email at mit.edu
Saud AlsaifStanford UniversityVerified email at stanford.edu

Abdullah Alomar

Massachusetts Institute of Technology, King Abdulaziz City for Science and Technology

Verified email at mit.edu - Homepage

Machine learning Statistical inference


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{CausalSim}: A Causal Framework for Unbiased {Trace-Driven} Simulation A Alomar, P Hamadanian, A Nasr-Esfahany, A Agarwal, M Alizadeh, ... 20th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2023	48*	2023
On multivariate singular spectrum analysis and its variants A Agarwal, A Alomar, D Shah ACM SIGMETRICS Performance Evaluation Review, 2022	38*	2022
Change point detection via multivariate singular spectrum analysis A Alanqary, A Alomar, D Shah Advances in Neural Information Processing Systems 34, 23218-23230, 2021	34	2021
PerSim: Data-Efficient Offline Reinforcement Learning with Heterogeneous Agents via Personalized Simulators A Agarwal, A Alomar, V Alumootil, D Shah, D Shen, Z Xu, C Yang Advances in Neural Information Processing Systems 34, 2021	31	2021
Two Burning Questions on COVID-19: Did shutting down the economy help? Can we (partially) reopen the economy without risking the second wave? A Agarwal, A Alomar, A Sarker, D Shah, D Shen, C Yang arXiv preprint arXiv:2005.00072, 2020	28	2020
Design and analysis of millimeter wave series fed microstrip patch array for next generation wireless communication systems A Omar, S Al-Saif, MA Ashraf, S Alshebeili 2016 17th International Symposium on Antenna Technology and Applied …, 2016	25	2016
Adaptive control of COVID-19 outbreaks in India: Local, gradual, and trigger-based exit paths from lockdown A Malani, S Soman, S Asher, P Novosad, C Imbert, V Tandel, A Agarwal, ... National Bureau of Economic Research, 2020	22	2020
tspdb: Time series predict db A Agarwal, A Alomar, D Shah NeurIPS 2020 Competition and Demonstration Track, 27-56, 2021	18	2021
Direct alignment with heterogeneous preferences A Shirali, A Nasr-Esfahany, A Alomar, P Mirtaheri, R Abebe, A Procaccia arXiv preprint arXiv:2502.16320, 2025	11	2025
Parallel automatic history matching algorithm using reinforcement learning OS Alolayan, AO Alomar, JR Williams Energies 16 (2), 860, 2023	9	2023
Samossa: Multivariate singular spectrum analysis with stochastic autoregressive noise A Alomar, M Dahleh, S Mann, D Shah Advances in Neural Information Processing Systems 36, 8442-8486, 2023	5	2023
A millimeter wave Vivaldi antenna with contoured platted vias for next generation wireless communication systems S Al-Saif, A Al-Omar, MA Ashraf, S Alshebeili 2016 17th International Symposium on Antenna Technology and Applied …, 2016	3	2016
Multivariate Singular Spectrum Analysis: A Principled, Practical, and Performant Solution for Time Series Imputation and Forecasting A Alomar Massachusetts Institute of Technology, 2021	1	2021
Multiple Time Series Forecasting DD Shah, J Tsitsiklis, NC Lanier, A Alomar, A Dharaskar US Patent App. 18/649,002, 2025		2025
Simulating Dynamical Systems from Data A Alomar Massachusetts Institute of Technology, 2024		2024
Towards Efficient Foundation Model: A Novel Time Series Embedding JX Han, A Dharaskar, N Lanier, AO Alomar, A Agrawal, A Yuan, J Hsieh, ... NeurIPS 2025 Workshop MLxOR: Mathematical Foundations and Operational …, 0

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