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Explainable Adversarial Attacks on Coarse-to-Fine Classifiers
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2025
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Akram Heidarizadeh
Connor Hatfield
Lorenzo Lazzarotto
HanQin Cai
George K. Atia
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Align-Pro: A Principled Approach to Prompt Optimization for LLM
Alignment
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2025
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Prashant Trivedi
Souradip Chakraborty
Avinash Reddy
Vaneet Aggarwal
Amrit Singh Bedi
George K. Atia
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Heterogeneous Tensor Domain Adaptation
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2024
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Yicong He
George K. Atia
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Bayesian Inverse Reinforcement Learning for Non-Markovian Rewards
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2024
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Noah Topper
Alvaro Velasquez
George K. Atia
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Scalable and Robust Tensor Ring Decomposition for Large-scale Data with Missing Data and Outliers
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2024
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Yicong He
George K. Atia
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Distributionally Robust Domain Adaptation
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2023
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Akram S. Awad
George K. Atia
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Robust Average-Reward Markov Decision Processes
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2023
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Yue Wang
Alvaro Velasquez
George K. Atia
Ashley Prater-Bennette
Shaofeng Zou
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Robust Low-Tubal-Rank Tensor Completion Based on Tensor Factorization and Maximum Correntopy Criterion
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2023
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Yicong He
George K. Atia
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Robust and Parallelizable Tensor Completion Based on Tensor Factorization and Maximum Correntropy Criterion
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2023
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Yicong He
George K. Atia
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Robust Average-Reward Markov Decision Processes
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2023
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Yue Wang
Alvaro Velasquez
George K. Atia
Ashley Prater-Bennette
Shaofeng Zou
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On the Robustness of AlphaFold: A COVID-19 Case Study
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2023
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Ismail Alkhouri
Sumit Kumar Jha
Andre Beckus
George K. Atia
Alvaro Velasquez
Rickard Ewetz
Arvind Ramanathan
Susmit Jha
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Scalable and Robust Tensor Ring Decomposition for Large-scale Data
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2023
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Yicong He
George K. Atia
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Model-Free Robust Average-Reward Reinforcement Learning
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2023
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Yue Wang
Alvaro Velasquez
George K. Atia
Ashley Prater-Bennette
Shaofeng Zou
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Automaton Distillation: Neuro-Symbolic Transfer Learning for Deep Reinforcement Learning
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2023
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Suraj Singireddy
Andre Beckus
George K. Atia
Sumit Kumar Jha
Alvaro Velasquez
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Sketch-based community detection in evolving networks
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2022
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Andre Beckus
George K. Atia
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Coarse to Fine Two-Stage Approach to Robust Tensor Completion of Visual Data
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2022
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Yicong He
George K. Atia
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PDF
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BOSS: Bidirectional One-Shot Synthesis of Adversarial Examples
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2022
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Ismail Alkhouri
Alvaro Velasquez
George K. Atia
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PDF
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Patch Tracking-Based Streaming Tensor Ring Completion for Visual Data Recovery
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2022
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Yicong He
George K. Atia
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Multi-Mode Tensor Space Clustering Based on Low-Tensor-Rank Representation
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2022
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Yicong He
George K. Atia
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A Differentiable Approach to Combinatorial Optimization using Dataless Neural Networks
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2022
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Ismail Alkhouri
George K. Atia
Alvaro Velasquez
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Distributionally Robust Domain Adaptation
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2022
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Akram S. Awad
George K. Atia
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Steady-State Planning in Expected Reward Multichain MDPs
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2021
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George K. Atia
Andre Beckus
Ismail Alkhouri
Alvaro Velasquez
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Steady-State Planning in Expected Reward Multichain MDPs.
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2021
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George K. Atia
Andre Beckus
Ismail Alkhouri
Alvaro Velasquez
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Support Recovery Guarantees for Periodic Signals with Nested Periodic Dictionaries
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2021
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Pouria Saidi
George K. Atia
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Sparse Recovery Guarantees of Periodic Signals with Nested Periodic Dictionaries
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2021
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Pouria Saidi
George K. Atia
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Learning Probabilistic Reward Machines from Non-Markovian Stochastic Reward Processes.
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2021
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Alvaro Velasquez
Andre Beckus
Taylor Dohmen
Ashutosh Trivedi
Noah Topper
George K. Atia
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Robust M-estimation-based Tensor Ring Completion: a Half-quadratic Minimization Approach.
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2021
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Yicong He
George K. Atia
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Controller Synthesis for Omega-Regular and Steady-State Specifications.
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2021
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Alvaro Velasquez
Ashutosh Trivedi
Ismail Alkhouri
Andre Beckus
George K. Atia
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Non-local Patch-based Low-rank Tensor Ring Completion for Visual Data.
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2021
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Yicong He
George K. Atia
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Support Recovery Guarantees for Periodic Signals with Nested Periodic Dictionaries
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2021
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Pouria Saidi
George K. Atia
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Inferring Probabilistic Reward Machines from Non-Markovian Reward Processes for Reinforcement Learning
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2021
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Taylor Dohmen
Noah Topper
George K. Atia
Andre Beckus
Ashutosh Trivedi
Alvaro Velasquez
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Coarse to Fine Two-Stage Approach to Robust Tensor Completion of Visual Data
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2021
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Yicong He
George K. Atia
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Controller Synthesis for Omega-Regular and Steady-State Specifications
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2021
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Alvaro Velasquez
Ismail Alkhouri
Andre Beckus
Ashutosh Trivedi
George K. Atia
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Patch Tracking-based Streaming Tensor Ring Completion for Visual Data Recovery
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2021
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Yicong He
George K. Atia
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BOSS: Bidirectional One-Shot Synthesis of Adversarial Examples
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2021
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Ismail Alkhouri
Alvaro Velasquez
George K. Atia
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Verifiable Planning in Expected Reward Multichain MDPs.
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2020
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George K. Atia
Andre Beckus
Ismail Alkhouri
Alvaro Velasquez
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Scalable and Robust Community Detection with Randomized Sketching
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2020
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Mostafa Rahmani
Andre Beckus
Adel Karimian
George K. Atia
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A Multi-criteria Approach for Fast and Outlier-aware Representative Selection from Manifolds
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2020
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Mahlagha Sedghi
George K. Atia
Michael Georgiopoulos
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Robust Low-tubal-rank Tensor Completion based on Tensor Factorization and Maximum Correntopy Criterion
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2020
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Yicong He
George K. Atia
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Sketch-based community detection in evolving networks
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2020
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Andre Beckus
George K. Atia
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What is the maximum differential group delay achievable by a space-time wave packet in free space?
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2019
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Мurat Yessenov
Lam Mach
Basanta Bhaduri
Davood Mardani
H. Esat Kondakci
George K. Atia
Miguel A. Alonso
Ayman F. Abouraddy
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Detection of brain stimuli using Ramanujan periodicity transforms
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2019
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Pouria Saidi
Azadeh Vosoughi
George K. Atia
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A Game-Theoretic Framework for the Virtual Machines Migration Timing Problem
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2019
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Ahmed H. Anwar
George K. Atia
Mina Guirguis
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Multi-Modal Non-Line-of-Sight Passive Imaging
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2019
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Andre Beckus
Alexandru Tamasan
George K. Atia
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Low-Rank Matrix Recovery With Simultaneous Presence of Outliers and Sparse Corruption
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2018
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Mostafa Rahmani
George K. Atia
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Interferometry-based modal analysis with finite aperture effects
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2018
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Davood Mardani
Ayman F. Abouraddy
George K. Atia
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Signal reconstruction from interferometric measurements under sensing constraints
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2018
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Davood Mardani
George K. Atia
Ayman F. Abouraddy
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Data Dropout in Arbitrary Basis for Deep Network Regularization
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2018
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Mostafa Rahmani
George K. Atia
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Rediscovering Deep Neural Networks in Finite-State Distributions.
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2018
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Amir Emad Marvasti
Ehsan Emad Marvasti
George K. Atia
Hassan Foroosh
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Rediscovering Deep Neural Networks Through Finite-State Distributions
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2018
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Amir Emad Marvasti
Ehsan Emad Marvasti
George K. Atia
Hassan Foroosh
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Randomized Robust Matrix Completion for the Community Detection Problem
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2018
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Mostafa Rahmani
Adel Karimian
Andre Beckus
George K. Atia
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Scalable and Robust Community Detection with Randomized Sketching
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2018
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Mostafa Rahmani
Andre Beckus
Adel Karimian
George K. Atia
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On the inverse problem of source reconstruction from coherence measurements
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2018
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Andre Beckus
Alexandru Tamasan
Aristide Dogariu
Ayman F. Abouraddy
George K. Atia
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On the inverse problem of source reconstruction from coherence measurements
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2018
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Andre Beckus
Alexandru Tamasan
Aristide Dogariu
Ayman F. Abouraddy
George K. Atia
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A Game-Theoretic Framework for the Virtual Machines Migration Timing Problem
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2018
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Ahmed H. Anwar
George K. Atia
Mina Guirguis
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Compressive optical interferometry under structural constraints
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2018
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Davood Mardani
H. Esat Kondakci
Lane Martin
Ayman F. Abouraddy
George K. Atia
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Periodicity Transforms for Multichannel and Multiclass Detection of Visual Evoked Potentials
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2018
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Pouria Saidi
George K. Atia
Azadeh Vosoughi
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Detection of Brain Stimuli Using Ramanujan Periodicity Transforms
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2018
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Pouria Saidi
Azadeh Vosoughi
George K. Atia
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Rediscovering Deep Neural Networks Through Finite-State Distributions
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2018
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Amir Emad Marvasti
Ehsan Emad Marvasti
George K. Atia
Hassan Foroosh
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Detection of Brain Stimuli Using Ramanujan Periodicity Transforms
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2018
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Pouria Saidi
Azadeh Vosoughi
George K. Atia
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A Game-Theoretic Framework for the Virtual Machines Migration Timing Problem
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2018
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Ahmed H. Anwar
George K. Atia
Mina Guirguis
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+
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Scalable and Robust Community Detection with Randomized Sketching
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2018
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Mostafa Rahmani
Andre Beckus
Adel Karimian
George K. Atia
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+
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Data Dropout in Arbitrary Basis for Deep Network Regularization
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2017
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Mostafa Rahmani
George K. Atia
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Spatial coherence of fields from generalized sources in the Fresnel regime
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2017
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Andre Beckus
Alexandru Tamasan
Aristide Dogariu
Ayman F. Abouraddy
George K. Atia
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Robust and Scalable Column/Row Sampling from Corrupted Big Data
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2017
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Mostafa Rahmani
George K. Atia
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On robust detection of brain stimuli with Ramanujan Periodicity Transforms
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2017
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Pouria Saidi
George K. Atia
Azadeh Vosoughi
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PDF
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Subspace Clustering via Optimal Direction Search
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2017
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Mostafa Rahmani
George K. Atia
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Innovation Pursuit: A New Approach to Subspace Clustering
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2017
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Mostafa Rahmani
George K. Atia
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Coherence Pursuit: Fast, Simple, and Robust Principal Component Analysis
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2017
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Mostafa Rahmani
George K. Atia
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Incoherent lensless imaging via coherency back-propagation
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2017
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Ahmed El-Halawany
Andre Beckus
H. Esat Kondakci
Morgan Monroe
Nafiseh Mohammadian
George K. Atia
Ayman F. Abouraddy
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Effective spatial coherence of planar generalized sources propagating in the Fresnel model
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2017
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Andre Beckus
Alexandru Tamasan
Aristide Dogariu
Ayman F. Abouraddy
George K. Atia
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Spatial Random Sampling: A Structure-Preserving Data Sketching Tool
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2017
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Mostafa Rahmani
George K. Atia
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Signal Reconstruction from Interferometric Measurements under Sensing Constraints
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2017
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Davood Mardani
George K. Atia
Ayman F. Abouraddy
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A Direction Search and Spectral Clustering Based Approach to Subspace Clustering
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2017
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Mostafa Rahmani
George K. Atia
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Coherence measurements of scattered incoherent light for lensless identification of an object’s location and size
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2017
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H. Esat Kondakci
Andre Beckus
Ahmed El Halawany
Nafiseh Mohammadian
George K. Atia
Ayman F. Abouraddy
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Basis-neutral Hilbert-space analyzers
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2017
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Lane Martin
Davood Mardani
H. Esat Kondakci
Walker Larson
Soroush Shabahang
Ali K. Jahromi
Tanya Malhotra
A. Nick Vamivakas
George K. Atia
Ayman F. Abouraddy
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High Dimensional Low Rank Plus Sparse Matrix Decomposition
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2017
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Mostafa Rahmani
George K. Atia
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+
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Signal Reconstruction from Interferometric Measurements under Sensing Constraints
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2017
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Davood Mardani
George K. Atia
Ayman F. Abouraddy
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+
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Data Dropout in Arbitrary Basis for Deep Network Regularization
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2017
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Mostafa Rahmani
George K. Atia
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+
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Randomized Robust Subspace Recovery and Outlier Detection for High Dimensional Data Matrices
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2016
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Mostafa Rahmani
George K. Atia
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+
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Scalable and robust PCA approach with random column/row sampling
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2016
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Mostafa Rahmani
George K. Atia
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+
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Robust and Scalable Column/Row Sampling from Corrupted Big Data
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2016
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Mostafa Rahmani
George K. Atia
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A New Statistical Model of Electroencephalogram Noise Spectra for Real-Time Brain–Computer Interfaces
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2016
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Alan Paris
George K. Atia
Azadeh Vosoughi
Stephen Berman
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Sparse Signal Processing With Linear and Nonlinear Observations: A Unified Shannon-Theoretic Approach
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2016
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Cem Aksoylar
George K. Atia
Venkatesh Saligrama
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A subspace method for array covariance matrix estimation
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2016
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Mostafa Rahmani
George K. Atia
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Sparsity-Based Error Detection in DC Power Flow State Estimation
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2016
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M. Hadi Amini
Mostafa Rahmani
Kianoosh G. Boroojeni
George K. Atia
S. S. Iyengar
Orkun Karabaşoğlu
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Sparsity-based error detection in DC power flow state estimation
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2016
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M. Hadi Amini
Mostafa Rahmani
Kianoosh G. Boroojeni
George K. Atia
S. S. Iyengar
Orkun Karabaşoğlu
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Robust and Scalable Column/Row Sampling from Corrupted Big Data
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2016
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Mostafa Rahmani
George K. Atia
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+
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Sparsity-Based Error Detection in DC Power Flow State Estimation
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2016
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M. Hadi Amini
Mostafa Rahmani
Kianoosh G. Boroojeni
George K. Atia
S. S. Iyengar
Orkun Karabaşoğlu
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Innovation Pursuit: A New Approach to Subspace Clustering (with and without Spectral Clustering)
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2015
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Mostafa Rahmani
George K. Atia
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A Subspace Learning Approach to High-Dimensional Matrix Decomposition with Efficient Information Sampling
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2015
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Mostafa Rahmani
George K. Atia
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Formalized Quantum Stochastic Processes and Hidden Quantum Models with Applications to Neuron Ion Channel Kinetics
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2015
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Alan Paris
George K. Atia
Azadeh Vosoughi
Stephen Berman
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A Subspace Method for Array Covariance Matrix Estimation
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2014
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Mostafa Rahmani
George K. Atia
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Change Detection with Compressive Measurements
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2014
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George K. Atia
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Compressed Change Detection
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2014
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Omid Sarayanibafghi
George K. Atia
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A Subspace Method for Array Covariance Matrix Estimation
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2014
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Mostafa Rahmani
George K. Atia
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PDF
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Sparse signal processing with linear and non-linear observations: A unified shannon theoretic approach
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2013
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Cem Aksoylar
George K. Atia
Venkatesh Saligrama
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PDF
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Stuck in Traffic (SiT) Attacks: A Framework for Identifying Stealthy Attacks That Cause Traffic Congestion
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2013
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Mina Guirguis
George K. Atia
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Controlled Sensing for Multihypothesis Testing
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2013
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Sirin Nitinawarat
George K. Atia
Venugopal V. Veeravalli
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Stuck in Traffic (SiT) Attacks: A Framework for Identifying Stealthy Attacks that Cause Traffic Congestion
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2012
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Mina Guirguis
George K. Atia
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Sample complexity of salient feature identification for sparse signal processing
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2012
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Cem Aksoylar
George K. Atia
Venkatesh Saligrama
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Controlled Sensing for Multihypothesis Testing
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2012
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Sirin Nitinawarat
George K. Atia
Venugopal V. Veeravalli
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Controlled sensing for hypothesis testing
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2012
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Sirin Nitinawarat
George K. Atia
Venugopal V. Veeravalli
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PDF
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Boolean Compressed Sensing and Noisy Group Testing
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2012
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George K. Atia
Venkatesh Saligrama
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Controlled Sensing for Multihypothesis Testing
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2012
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Sirin Nitinawarat
George K. Atia
Venugopal V. Veeravalli
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Stuck in Traffic (SiT) Attacks: A Framework for Identifying Stealthy Attacks that Cause Traffic Congestion
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2012
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Mina Guirguis
George K. Atia
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PDF
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Sensor Scheduling for Energy-Efficient Target Tracking in Sensor Networks
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2011
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George K. Atia
Jason A. Fuemmeler
Venugopal V. Veeravalli
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Sleep Control for Tracking in Sensor Networks
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2011
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Jason A. Fuemmeler
George K. Atia
Venugopal V. Veeravalli
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Sensor scheduling for energy-efficient target tracking in sensor networks
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2010
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George K. Atia
Jason A. Fuemmeler
Venugopal V. Veeravalli
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