George K. Atia

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 124

Top Venues

Publications

Ismail R. Alkhouri, Akram S. Awad, Qun Zhou Sun, George K. Atia
Imperceptible Attacks on Fault Detection and Diagnosis Systems in Smart Buildings. IEEE Trans. Ind. Informatics 20 (2) (2024)
Alvaro Velasquez, Ismail Alkhouri, Andre Beckus, Ashutosh Trivedi, George K. Atia
Controller synthesis for linear temporal logic and steady-state specifications. Auton. Agents Multi Agent Syst. 38 (1) (2024)
Javad Mokhtari Koushyar, Mina Guirguis, George K. Atia
Hindering Search and Rescue Missions with Selective Wireless Jamming Attacks. CogSIMA (2024)
Yicong He, George K. Atia
Coarse to Fine Two-Stage Approach to Robust Tensor Completion of Visual Data. IEEE Trans. Cybern. 54 (1) (2024)
Akram Heidarizadeh, George K. Atia
Adversarial Domain Adaptation for Classification with Nested Dichotomies. ICASSP (2024)
Noah Topper, Alvaro Velasquez, George K. Atia
Bayesian Inverse Reinforcement Learning for Non-Markovian Rewards. CoRR (2024)
Ismail R. Alkhouri, Sumit Kumar Jha, Andre Beckus, George K. Atia, Susmit Jha, Rickard Ewetz, Alvaro Velasquez
Exploring the Predictive Capabilities of AlphaFold Using Adversarial Protein Sequences. IEEE Trans. Artif. Intell. 5 (7) (2024)
Yue Wang, Alvaro Velasquez, George K. Atia, Ashley Prater-Bennette, Shaofeng Zou
Robust Average-Reward Reinforcement Learning. J. Artif. Intell. Res. 80 (2024)
Yicong He, George K. Atia
Scalable and robust tensor ring decomposition for large-scale data. UAI (2023)
Suraj Singireddy, Andre Beckus, George K. Atia, Sumit Kumar Jha, Alvaro Velasquez
Automaton Distillation: Neuro-Symbolic Transfer Learning for Deep Reinforcement Learning. CoRR (2023)
Akram S. Awad, George K. Atia
Distributionally Robust Domain Adaptation. MLSP (2023)
Ismail Alkhouri, George K. Atia, Wasfy Mikhael
Fooling the Big Picture in Classification Tasks. Circuits Syst. Signal Process. 42 (4) (2023)
Yicong He, George K. Atia
Scalable and Robust Tensor Ring Decomposition for Large-scale Data. CoRR (2023)
Ismail R. Alkhouri, Akram S. Awad, Connor Hatfield, George K. Atia
A Discriminative Approach To Unsupervised Domain Adaptation in Coarse-To-Fine Classifiers. MLSP (2023)
Yicong He, George K. Atia
Robust and Parallelizable Tensor Completion Based on Tensor Factorization and Maximum Correntropy Criterion. ICASSP (2023)
Ismail R. Alkhouri, Alvaro Velasquez, George K. Atia
A Non-Targeted Attack Approach for the Coarse Misclassification Problem. IJCNN (2023)
Yue Wang, Alvaro Velasquez, George K. Atia, Ashley Prater-Bennette, Shaofeng Zou
Model-Free Robust Average-Reward Reinforcement Learning. CoRR (2023)
Yue Wang, Alvaro Velasquez, George K. Atia, Ashley Prater-Bennette, Shaofeng Zou
Robust Average-Reward Markov Decision Processes. CoRR (2023)
Yue Wang, Alvaro Velasquez, George K. Atia, Ashley Prater-Bennette, Shaofeng Zou
Robust Average-Reward Markov Decision Processes. AAAI (2023)
Yue Wang, Alvaro Velasquez, George K. Atia, Ashley Prater-Bennette, Shaofeng Zou
Model-Free Robust Average-Reward Reinforcement Learning. ICML (2023)
Alvaro Velasquez, Ismail Alkhouri, K. Subramani, Piotr Wojciechowski, George K. Atia
Optimal Deterministic Controller Synthesis from Steady-State Distributions. J. Autom. Reason. 67 (1) (2023)
Taylor Dohmen, Noah Topper, George K. Atia, Andre Beckus, Ashutosh Trivedi, Alvaro Velasquez
Inferring Probabilistic Reward Machines from Non-Markovian Reward Signals for Reinforcement Learning. ICAPS (2022)
Ismail R. Alkhouri, George K. Atia, Alvaro Velasquez
A Differentiable Approach to the Maximum Independent Set Problem Using Graph-Based Neural Network Structures. MLSP (2022)
Ismail R. Alkhouri, Stanley Bak, Alvaro Velasquez, George K. Atia
On the Coarse Robustness of Classifiers. IEEECONF (2022)
Ismail R. Alkhouri, George K. Atia, Alvaro Velasquez
A differentiable approach to the maximum independent set problem using dataless neural networks. Neural Networks 155 (2022)
Yicong He, George K. Atia
Multi-Mode Tensor Space Clustering Based on Low-Tensor-Rank Representation. AAAI (2022)
Mahlagha Sedghi, Michael Georgiopoulos, George K. Atia
A Multi-Criteria Approach for Fast and Robust Representative Selection from Manifolds. IEEE Trans. Knowl. Data Eng. 34 (7) (2022)
Alvaro Velasquez, Brett Bissey, Lior Barak, Daniel Melcer, Andre Beckus, Ismail Alkhouri, George K. Atia
Multi-Agent Tree Search with Dynamic Reward Shaping. ICAPS (2022)
Pouria Saidi, George K. Atia
Structured Model Selection for Recovery of Sparse Representations in Nested Periodic Dictionaries. IEEECONF (2022)
Yicong He, George K. Atia
Patch Tracking-Based Streaming Tensor Ring Completion for Visual Data Recovery. IEEE Trans. Circuits Syst. Video Technol. 32 (12) (2022)
Akram S. Awad, George K. Atia
Distributionally Robust Domain Adaptation. CoRR (2022)
Alvaro Velasquez, Ismail R. Alkhouri, Brett Bissey, Lior Barak, George K. Atia
The Minimum Value State Problem in Actor-Critic Networks. MLSP (2022)
Ismail R. Alkhouri, George K. Atia, Alvaro Velasquez
A Differentiable Approach to Combinatorial Optimization using Dataless Neural Networks. CoRR (2022)
Ismail R. Alkhouri, Alvaro Velasquez, George K. Atia
Synthesis of Adversarial Samples in Two-Stage Classifiers. ICASSP (2022)
Ismail R. Alkhouri, Alvaro Velasquez, George K. Atia
BOSS: Bidirectional One-Shot Synthesis of Adversarial Examples. MLSP (2022)
Alvaro Velasquez, Ismail Alkhouri, Andre Beckus, Ashutosh Trivedi, George K. Atia
Controller Synthesis for Omega-Regular and Steady-State Specifications. AAMAS (2022)
Mahlagha Sedghi, Michael Georgiopoulos, George K. Atia
Sketches by MoSSaRT: Representative selection from manifolds with gross sparse corruptions. Pattern Recognit. 124 (2022)
Noah Topper, George K. Atia, Ashutosh Trivedi, Alvaro Velasquez
Active Grammatical Inference for Non-Markovian Planning. ICAPS (2022)
Ismail R. Alkhouri, Alvaro Velasquez, George K. Atia
Adversarial Perturbation Attacks on Nested Dichotomies Classification Systems. MLSP (2021)
Pouria Saidi, George K. Atia
Sparse Recovery Guarantees of Periodic Signals with Nested Periodic Dictionaries. ITW (2021)
Ismail R. Alkhouri, George K. Atia
Targeted Attacks in Hierarchical Settings via Convex Programming. IJCNN (2021)
Akram S. Awad, Ismail R. Alkhouri, George K. Atia
Adversarial Attacks on Multi-Level Fault Detection and Diagnosis Systems. MLSP (2021)
Yicong He, George K. Atia
Non-local Patch-based Low-rank Tensor Ring Completion for Visual Data. CoRR (2021)
Alvaro Velasquez, Andre Beckus, Taylor Dohmen, Ashutosh Trivedi, Noah Topper, George K. Atia
Learning Probabilistic Reward Machines from Non-Markovian Stochastic Reward Processes. CoRR (2021)
Ismail Alkhouri, Alvaro Velasquez, George K. Atia
BOSS: Bidirectional One-Shot Synthesis of Adversarial Examples. CoRR (2021)
Yicong He, George K. Atia
Robust M-estimation-based Tensor Ring Completion: a Half-quadratic Minimization Approach. CoRR (2021)
Yicong He, Andre Beckus, George K. Atia
Scalable Community Detection in the Degree-Corrected Stochastic Block Model. MLSP (2021)
Pouria Saidi, George K. Atia
Support Recovery Guarantees for Periodic Signals with Nested Periodic Dictionaries. CoRR (2021)
Alvaro Velasquez, Brett Bissey, Lior Barak, Andre Beckus, Ismail Alkhouri, Daniel Melcer, George K. Atia
Dynamic Automaton-Guided Reward Shaping for Monte Carlo Tree Search. AAAI (2021)
Ismail R. Alkhouri, George K. Atia
Adversarial Attacks on Coarse-to-Fine Classifiers. ICASSP (2021)
Alvaro Velasquez, Ashutosh Trivedi, Ismail Alkhouri, Andre Beckus, George K. Atia
Controller Synthesis for Omega-Regular and Steady-State Specifications. CoRR (2021)
Ahmed H. Anwar, George K. Atia, Mina Guirguis
A Game-Theoretic Framework for the Virtual Machines Migration Timing Problem. IEEE Trans. Cloud Comput. 9 (3) (2021)
George K. Atia, Andre Beckus, Ismail Alkhouri, Alvaro Velasquez
Steady-State Planning in Expected Reward Multichain MDPs. J. Artif. Intell. Res. 72 (2021)
George K. Atia, Andre Beckus, Ismail Alkhouri, Alvaro Velasquez
Verifiable Planning in Expected Reward Multichain MDPs. CoRR (2020)
Mostafa Rahmani, Andre Beckus, Adel Karimian, George K. Atia
Scalable and Robust Community Detection With Randomized Sketching. IEEE Trans. Signal Process. 68 (2020)
Yicong He, George K. Atia
Robust Low-tubal-rank Tensor Completion based on Tensor Factorization and Maximum Correntopy Criterion. CoRR (2020)
Pouria Saidi, George K. Atia, Azadeh Vosoughi
Improved Block-Sparse Recovery Bound Using Cumulative Block Coherence. ACSSC (2020)
George K. Atia, Andre Beckus, Ismail Alkhouri, Alvaro Velasquez
Steady-State Policy Synthesis in Multichain Markov Decision Processes. IJCAI (2020)
Ismail Alkhouri, George K. Atia
Adversarial Attacks on Hierarchical Composite Classifiers VIA Convex Programming. MLSP (2020)
Ismail Alkhouri, Zaid Matloub, George K. Atia, Wasfy Mikhael
A Minimax Approach to Perturbation Attacks on Hierarchical Image Classifiers. MWSCAS (2020)
Yicong He, George K. Atia
Scalable Direction-Search-Based Approach to Subspace Clustering. ICPR (2020)
Mahlagha Sedghi, George K. Atia, Michael Georgiopoulos
Non-linear Manifold Clustering based on Conformity Index. ACSSC (2020)
Andre Beckus, George K. Atia
Sketch-based community detection in evolving networks. CoRR (2020)
Mahlagha Sedghi, George K. Atia, Michael Georgiopoulos
A Multi-criteria Approach for Fast and Outlier-aware Representative Selection from Manifolds. CoRR (2020)
Mahlagha Sedghi, Andre Beckus, George K. Atia
Sketch-based Community Detection via Representative Node Sampling. ICPR (2020)
Ismail Alkhouri, George K. Atia, Wasfy Mikhael
Adversarial Perturbation Attacks on GLRT-Based Detectors. ISCAS (2020)
Davood Mardani, George K. Atia, Ayman F. Abouraddy
Signal reconstruction from interferometric measurements under sensing constraints. Signal Process. 155 (2019)
Andre Beckus, George K. Atia
Scalable Community Detection In The Heterogeneous Stochastic Block Model. MLSP (2019)
Ahmed H. Anwar, Janiece Kelly, George K. Atia, Mina Guirguis
Pinball attacks against Dynamic Channel assignment in wireless networks. Comput. Commun. (2019)
Mahlagha Sedghi, George K. Atia, Michael Georgiopoulos
Low-Dimensional Decomposition of Manifolds in Presence of Outliers. MLSP (2019)
Andre Beckus, George K. Atia
A Sequential and Scalable Approach to Community Detection in Dynamic Graphs. Allerton (2019)
Andre Beckus, Alexandru Tamasan, George K. Atia
Multi-Modal Non-Line-of-Sight Passive Imaging. IEEE Trans. Image Process. 28 (7) (2019)
Mahlagha Sedghi, George K. Atia, Michael Georgiopoulos
Robust Manifold Learning via Conformity Pursuit. IEEE Signal Process. Lett. 26 (3) (2019)
Ahmed H. Anwar, George K. Atia, Mina Guirguis
Adaptive topologies against jamming attacks in wireless networks: A game-theoretic approach. J. Netw. Comput. Appl. 121 (2018)
Alan Paris, Azadeh Vosoughi, Stephen A. Berman, George K. Atia
-Type Noise. Neural Comput. 30 (7) (2018)
Ahmed H. Anwar, George K. Atia, Mina Guirguis
Toward a Protected Cloud Against Side Channel Attacks: A Game-Theoretic Framework. Allerton (2018)
Andre Beckus, Alexandru Tamasan, George K. Atia
Multi-modal Non-line-of-sight Passive Imaging. CoRR (2018)
Ahmed H. Anwar, George K. Atia, Mina Guirguis
It's Time to Migrate! A Game-Theoretic Framework for Protecting a Multi-Tenant Cloud against Collocation Attacks. IEEE CLOUD (2018)
Mostafa Rahmani, Adel Karimian, Andre Beckus, George K. Atia
Randomized Robust Matrix Completion for the Community Detection Problem. CoRR (2018)
Mahlagha Sedghi, George K. Atia, Michael Georgiopoulos
Kernel Coherence Pursuit: A Manifold Learning-based Outlier Detection Technique. ACSSC (2018)
Ahmed H. Anwar, George K. Atia, Mina Guirguis
A Game-Theoretic Framework for the Virtual Machines Migration Timing Problem. CoRR (2018)
Pouria Saidi, George K. Atia, Azadeh Vosoughi
Periodicity Transforms For Multichannel and Multiclass Detection of Visual Evoked Potentials. ACSSC (2018)
Amir Emad Marvasti, Ehsan Emad Marvasti, George K. Atia, Hassan Foroosh
Rediscovering Deep Neural Networks in Finite-State Distributions. CoRR (2018)
Adel Karimian, Mostafa Rahmani, Andre Beckus, George K. Atia
Randomized Robust matrix Completion for the Community Detection Problem. ACSSC (2018)
Mostafa Rahmani, George K. Atia
Data Dropout in Arbitrary Basis for Deep Network Regularization. ACSSC (2018)
Mostafa Rahmani, George K. Atia
Low-Rank Matrix Recovery With Simultaneous Presence of Outliers and Sparse Corruption. IEEE J. Sel. Top. Signal Process. 12 (6) (2018)
Davood Mardani, Ayman F. Abouraddy, George K. Atia
Interferometry-based modal analysis with finite aperture effects. CoRR (2018)
Pouria Saidi, George K. Atia, Azadeh Vosoughi
On robust detection of brain stimuli with Ramanujan Periodicity Transforms. ACSSC (2017)
Mostafa Rahmani, George K. Atia
Coherence Pursuit: Fast, Simple, and Robust Subspace Recovery. ICML (2017)
Mostafa Rahmani, George K. Atia
Data Dropout in Arbitrary Basis for Deep Network Regularization. CoRR (2017)
Mostafa Rahmani, George K. Atia
Robust PCA with concurrent column and element-wise outliers. Allerton (2017)
Mostafa Rahmani, George K. Atia
High Dimensional Low Rank Plus Sparse Matrix Decomposition. IEEE Trans. Signal Process. 65 (8) (2017)
Cem Aksoylar, George K. Atia, Venkatesh Saligrama
Sparse Signal Processing With Linear and Nonlinear Observations: A Unified Shannon-Theoretic Approach. IEEE Trans. Inf. Theory 63 (2) (2017)
Pouria Saidi, George K. Atia, Azadeh Vosoughi
Detection of Visual Evoked Potentials using Ramanujan Periodicity Transform for real time brain computer interfaces. ICASSP (2017)
Ahmed H. Anwar, George K. Atia, Mina Guirguis
Dynamic game-theoretic defense approach against stealthy Jamming attacks in wireless networks. Allerton (2017)
Alan Paris, George K. Atia, Azadeh Vosoughi, Stephen A. Berman
A New Statistical Model of Electroencephalogram Noise Spectra for Real-Time Brain-Computer Interfaces. IEEE Trans. Biomed. Eng. 64 (8) (2017)
Davood Mardani, George K. Atia, Ayman F. Abouraddy
Signal Reconstruction from Interferometric Measurements under Sensing Constraints. CoRR (2017)
Davood Mardani, George K. Atia
On sparse recovery with Structured Noise under sensing constraints. CISS (2017)
Mostafa Rahmani, George K. Atia
Randomized Robust Subspace Recovery and Outlier Detection for High Dimensional Data Matrices. IEEE Trans. Signal Process. 65 (6) (2017)
Mostafa Rahmani, George K. Atia
Innovation Pursuit: A New Approach to the Subspace Clustering Problem. ICML (2017)

George K. Atia.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

George K. Atia