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ORCIDGeorge K. Atia
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- affiliation: University of Central Florida, Department of Electrical Engineering and Computer Science
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2020 – today
- 2024
[j41]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): 17 (2024)- [j40]Yue Wang, Alvaro Velasquez, George K. Atia, Ashley Prater-Bennette, Shaofeng Zou:
Robust Average-Reward Reinforcement Learning. J. Artif. Intell. Res. 80: 719-803 (2024) - [j39]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): 3384-3392 (2024) - [j38]Yicong He, George K. Atia:
Coarse to Fine Two-Stage Approach to Robust Tensor Completion of Visual Data. IEEE Trans. Cybern. 54(1): 136-149 (2024) - [j37]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): 2167-2176 (2024) - [j36]Yicong He, George K. Atia:
Robust Low-Tubal-Rank Tensor Completion Based on Tensor Factorization and Maximum Correntopy Criterion. IEEE Trans. Neural Networks Learn. Syst. 35(10): 14603-14617 (2024) - [c102]Javad Mokhtari Koushyar, Mina Guirguis, George K. Atia:
Hindering Search and Rescue Missions with Selective Wireless Jamming Attacks. CogSIMA 2024: 24-30 - [c101]Akram Heidarizadeh, George K. Atia:
Adversarial Domain Adaptation for Classification with Nested Dichotomies. ICASSP 2024: 7180-7184 - [c100]Akram S. Awad, Shuchin Aeron, George K. Atia:
Distributionally Robust Domain Adaptation via Optimal Transport. MLSP 2024: 1-6 - [c99]Yicong He, George K. Atia:
Heterogeneous Tensor Domain Adaptation. MLSP 2024: 1-6 - [i43]Noah Topper, Alvaro Velasquez, George K. Atia:
Bayesian Inverse Reinforcement Learning for Non-Markovian Rewards. CoRR abs/2406.13991 (2024) - 2023
- [j35]Ismail Alkhouri, George K. Atia, Wasfy Mikhael:
Fooling the Big Picture in Classification Tasks. Circuits Syst. Signal Process. 42(4): 2385-2415 (2023) - [j34]Alvaro Velasquez, Ismail Alkhouri, K. Subramani, Piotr Wojciechowski, George K. Atia:
Optimal Deterministic Controller Synthesis from Steady-State Distributions. J. Autom. Reason. 67(1): 7 (2023) - [c98]Yue Wang, Alvaro Velasquez, George K. Atia, Ashley Prater-Bennette, Shaofeng Zou:
Robust Average-Reward Markov Decision Processes. AAAI 2023: 15215-15223 - [c97]Yicong He, George K. Atia:
Robust and Parallelizable Tensor Completion Based on Tensor Factorization and Maximum Correntropy Criterion. ICASSP 2023: 1-5 - [c96]Yue Wang, Alvaro Velasquez, George K. Atia, Ashley Prater-Bennette, Shaofeng Zou:
Model-Free Robust Average-Reward Reinforcement Learning. ICML 2023: 36431-36469 - [c95]Ismail R. Alkhouri, Alvaro Velasquez, George K. Atia:
A Non-Targeted Attack Approach for the Coarse Misclassification Problem. IJCNN 2023: 1-7 - [c94]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: 1-6 - [c93]Akram S. Awad, George K. Atia:
Distributionally Robust Domain Adaptation. MLSP 2023: 1-6 - [c92]Yicong He, George K. Atia:
Scalable and robust tensor ring decomposition for large-scale data. UAI 2023: 860-869 - [i42]Yue Wang, Alvaro Velasquez, George K. Atia, Ashley Prater-Bennette, Shaofeng Zou:
Robust Average-Reward Markov Decision Processes. CoRR abs/2301.00858 (2023) - [i41]Ismail Alkhouri, Sumit Kumar Jha, Andre Beckus, George K. Atia, Alvaro Velasquez, Rickard Ewetz, Arvind Ramanathan, Susmit Jha:
On the Robustness of AlphaFold: A COVID-19 Case Study. CoRR abs/2301.04093 (2023) - [i40]Yicong He, George K. Atia:
Scalable and Robust Tensor Ring Decomposition for Large-scale Data. CoRR abs/2305.09044 (2023) - [i39]Yue Wang, Alvaro Velasquez, George K. Atia, Ashley Prater-Bennette, Shaofeng Zou:
Model-Free Robust Average-Reward Reinforcement Learning. CoRR abs/2305.10504 (2023) - [i38]Suraj Singireddy, Andre Beckus, George K. Atia, Sumit Kumar Jha, Alvaro Velasquez:
Automaton Distillation: Neuro-Symbolic Transfer Learning for Deep Reinforcement Learning. CoRR abs/2310.19137 (2023) - 2022
- [j33]Ismail R. Alkhouri, George K. Atia, Alvaro Velasquez:
A differentiable approach to the maximum independent set problem using dataless neural networks. Neural Networks 155: 168-176 (2022) - [j32]Mahlagha Sedghi, Michael Georgiopoulos, George K. Atia:
Sketches by MoSSaRT: Representative selection from manifolds with gross sparse corruptions. Pattern Recognit. 124: 108454 (2022) - [j31]Yicong He, George K. Atia:
Patch Tracking-Based Streaming Tensor Ring Completion for Visual Data Recovery. IEEE Trans. Circuits Syst. Video Technol. 32(12): 8312-8326 (2022) - [j30]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): 3057-3071 (2022) - [c91]Yicong He, George K. Atia:
Multi-Mode Tensor Space Clustering Based on Low-Tensor-Rank Representation. AAAI 2022: 6893-6901 - [c90]Ismail R. Alkhouri, Stanley Bak, Alvaro Velasquez, George K. Atia:
On the Coarse Robustness of Classifiers. IEEECONF 2022: 569-573 - [c89]Pouria Saidi, George K. Atia:
Structured Model Selection for Recovery of Sparse Representations in Nested Periodic Dictionaries. IEEECONF 2022: 862-866 - [c88]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: 574-582 - [c87]Noah Topper, George K. Atia, Ashutosh Trivedi, Alvaro Velasquez:
Active Grammatical Inference for Non-Markovian Planning. ICAPS 2022: 647-651 - [c86]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: 652-661 - [c85]Alvaro Velasquez, Ismail Alkhouri, Andre Beckus, Ashutosh Trivedi, George K. Atia:
Controller Synthesis for Omega-Regular and Steady-State Specifications. AAMAS 2022: 1310-1318 - [c84]Ismail R. Alkhouri, Alvaro Velasquez, George K. Atia:
Synthesis of Adversarial Samples in Two-Stage Classifiers. ICASSP 2022: 4248-4252 - [c83]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: 1-6 - [c82]Ismail R. Alkhouri, Alvaro Velasquez, George K. Atia:
BOSS: Bidirectional One-Shot Synthesis of Adversarial Examples. MLSP 2022: 1-6 - [c81]Alvaro Velasquez, Ismail R. Alkhouri, Brett Bissey, Lior Barak, George K. Atia:
The Minimum Value State Problem in Actor-Critic Networks. MLSP 2022: 1-7 - [i37]Ismail R. Alkhouri, George K. Atia, Alvaro Velasquez:
A Differentiable Approach to Combinatorial Optimization using Dataless Neural Networks. CoRR abs/2203.08209 (2022) - [i36]Akram S. Awad, George K. Atia:
Distributionally Robust Domain Adaptation. CoRR abs/2210.16894 (2022) - 2021
- [j29]George K. Atia, Andre Beckus, Ismail Alkhouri, Alvaro Velasquez:
Steady-State Planning in Expected Reward Multichain MDPs. J. Artif. Intell. Res. 72: 1029-1082 (2021) - [j28]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): 854-867 (2021) - [c80]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: 12015-12023 - [c79]Ismail R. Alkhouri, George K. Atia:
Adversarial Attacks on Coarse-to-Fine Classifiers. ICASSP 2021: 2855-2859 - [c78]Ismail R. Alkhouri, George K. Atia:
Targeted Attacks in Hierarchical Settings via Convex Programming. IJCNN 2021: 1-8 - [c77]Pouria Saidi, George K. Atia:
Sparse Recovery Guarantees of Periodic Signals with Nested Periodic Dictionaries. ITW 2021: 1-6 - [c76]Ismail R. Alkhouri, Alvaro Velasquez, George K. Atia:
Adversarial Perturbation Attacks on Nested Dichotomies Classification Systems. MLSP 2021: 1-6 - [c75]Akram S. Awad, Ismail R. Alkhouri, George K. Atia:
Adversarial Attacks on Multi-Level Fault Detection and Diagnosis Systems. MLSP 2021: 1-6 - [c74]Yicong He, Andre Beckus, George K. Atia:
Scalable Community Detection in the Degree-Corrected Stochastic Block Model. MLSP 2021: 1-6 - [i35]Yicong He, George K. Atia:
Non-local Patch-based Low-rank Tensor Ring Completion for Visual Data. CoRR abs/2105.14620 (2021) - [i34]Alvaro Velasquez, Ashutosh Trivedi, Ismail Alkhouri, Andre Beckus, George K. Atia:
Controller Synthesis for Omega-Regular and Steady-State Specifications. CoRR abs/2106.02951 (2021) - [i33]Yicong He, George K. Atia:
Robust M-estimation-based Tensor Ring Completion: a Half-quadratic Minimization Approach. CoRR abs/2106.10422 (2021) - [i32]Alvaro Velasquez, Andre Beckus, Taylor Dohmen, Ashutosh Trivedi, Noah Topper, George K. Atia:
Learning Probabilistic Reward Machines from Non-Markovian Stochastic Reward Processes. CoRR abs/2107.04633 (2021) - [i31]Ismail Alkhouri, Alvaro Velasquez, George K. Atia:
BOSS: Bidirectional One-Shot Synthesis of Adversarial Examples. CoRR abs/2108.02756 (2021) - [i30]Pouria Saidi, George K. Atia:
Support Recovery Guarantees for Periodic Signals with Nested Periodic Dictionaries. CoRR abs/2110.13200 (2021) - 2020
- [j27]Mostafa Rahmani, Andre Beckus, Adel Karimian, George K. Atia:
Scalable and Robust Community Detection With Randomized Sketching. IEEE Trans. Signal Process. 68: 962-977 (2020) - [c73]Mahlagha Sedghi, George K. Atia, Michael Georgiopoulos:
Non-linear Manifold Clustering based on Conformity Index. ACSSC 2020: 607-611 - [c72]Pouria Saidi, George K. Atia, Azadeh Vosoughi:
Improved Block-Sparse Recovery Bound Using Cumulative Block Coherence. ACSSC 2020: 1385-1389 - [c71]Yicong He, George K. Atia:
Scalable Direction-Search-Based Approach to Subspace Clustering. ICPR 2020: 999-1006 - [c70]Mahlagha Sedghi, Andre Beckus, George K. Atia:
Sketch-based Community Detection via Representative Node Sampling. ICPR 2020: 9851-9858 - [c69]George K. Atia, Andre Beckus, Ismail Alkhouri, Alvaro Velasquez:
Steady-State Policy Synthesis in Multichain Markov Decision Processes. IJCAI 2020: 4069-4075 - [c68]Ismail Alkhouri, George K. Atia, Wasfy Mikhael:
Adversarial Perturbation Attacks on GLRT-Based Detectors. ISCAS 2020: 1-5 - [c67]Ismail Alkhouri, George K. Atia:
Adversarial Attacks on Hierarchical Composite Classifiers VIA Convex Programming. MLSP 2020: 1-6 - [c66]Ismail Alkhouri, Zaid Matloub, George K. Atia, Wasfy Mikhael:
A Minimax Approach to Perturbation Attacks on Hierarchical Image Classifiers. MWSCAS 2020: 574-577 - [i29]Mahlagha Sedghi, George K. Atia, Michael Georgiopoulos:
A Multi-criteria Approach for Fast and Outlier-aware Representative Selection from Manifolds. CoRR abs/2003.05989 (2020) - [i28]Andre Beckus, George K. Atia:
Sketch-based community detection in evolving networks. CoRR abs/2009.11835 (2020) - [i27]Yicong He, George K. Atia:
Robust Low-tubal-rank Tensor Completion based on Tensor Factorization and Maximum Correntopy Criterion. CoRR abs/2010.11740 (2020) - [i26]George K. Atia, Andre Beckus, Ismail Alkhouri, Alvaro Velasquez:
Verifiable Planning in Expected Reward Multichain MDPs. CoRR abs/2012.02178 (2020)
2010 – 2019
- 2019
- [j26]Ahmed H. Anwar, Janiece Kelly, George K. Atia, Mina Guirguis:
Pinball attacks against Dynamic Channel assignment in wireless networks. Comput. Commun. 140-141: 23-37 (2019) - [j25]Davood Mardani, George K. Atia, Ayman F. Abouraddy:
Signal reconstruction from interferometric measurements under sensing constraints. Signal Process. 155: 323-333 (2019) - [j24]Mahlagha Sedghi, George K. Atia, Michael Georgiopoulos:
Robust Manifold Learning via Conformity Pursuit. IEEE Signal Process. Lett. 26(3): 425-429 (2019) - [j23]Andre Beckus, Alexandru Tamasan, George K. Atia:
Multi-Modal Non-Line-of-Sight Passive Imaging. IEEE Trans. Image Process. 28(7): 3372-3382 (2019) - [c65]Andre Beckus, George K. Atia:
A Sequential and Scalable Approach to Community Detection in Dynamic Graphs. Allerton 2019: 298-302 - [c64]Andre Beckus, George K. Atia:
Scalable Community Detection In The Heterogeneous Stochastic Block Model. MLSP 2019: 1-6 - [c63]Mahlagha Sedghi, George K. Atia, Michael Georgiopoulos:
Low-Dimensional Decomposition of Manifolds in Presence of Outliers. MLSP 2019: 1-6 - 2018
- [j22]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: 44-58 (2018) - [j21]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): 1170-1181 (2018) - [j20]Alan Paris, Azadeh Vosoughi, Stephen A. Berman, George K. Atia:
Hidden Quantum Processes, Quantum Ion Channels, and 1/fθ-Type Noise. Neural Comput. 30(7) (2018) - [c62]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: 725-731 - [c61]Mostafa Rahmani, George K. Atia:
Data Dropout in Arbitrary Basis for Deep Network Regularization. ACSSC 2018: 66-70 - [c60]Pouria Saidi, George K. Atia, Azadeh Vosoughi:
Periodicity Transforms For Multichannel and Multiclass Detection of Visual Evoked Potentials. ACSSC 2018: 1918-1922 - [c59]Mahlagha Sedghi, George K. Atia, Michael Georgiopoulos:
Kernel Coherence Pursuit: A Manifold Learning-based Outlier Detection Technique. ACSSC 2018: 2017-2021 - [c58]Adel Karimian, Mostafa Rahmani, Andre Beckus, George K. Atia:
Randomized Robust matrix Completion for the Community Detection Problem. ACSSC 2018: 2099-2103 - [c57]Ahmed H. Anwar, George K. Atia, Mina Guirguis:
Toward a Protected Cloud Against Side Channel Attacks: A Game-Theoretic Framework. Allerton 2018: 78-83 - [i25]Ahmed H. Anwar, George K. Atia, Mina Guirguis:
A Game-Theoretic Framework for the Virtual Machines Migration Timing Problem. CoRR abs/1803.05542 (2018) - [i24]Mostafa Rahmani, Adel Karimian, Andre Beckus, George K. Atia:
Randomized Robust Matrix Completion for the Community Detection Problem. CoRR abs/1805.10927 (2018) - [i23]Andre Beckus, Alexandru Tamasan, George K. Atia:
Multi-modal Non-line-of-sight Passive Imaging. CoRR abs/1807.02444 (2018) - [i22]Davood Mardani, Ayman F. Abouraddy, George K. Atia:
Interferometry-based modal analysis with finite aperture effects. CoRR abs/1807.03622 (2018) - [i21]Amir Emad Marvasti, Ehsan Emad Marvasti, George K. Atia, Hassan Foroosh:
Rediscovering Deep Neural Networks in Finite-State Distributions. CoRR abs/1809.10073 (2018) - 2017
- [j19]Mostafa Rahmani, George K. Atia:
Spatial Random Sampling: A Structure-Preserving Data Sketching Tool. IEEE Signal Process. Lett. 24(9): 1398-1402 (2017) - [j18]Mostafa Rahmani, George K. Atia:
Subspace Clustering via Optimal Direction Search. IEEE Signal Process. Lett. 24(12): 1793-1797 (2017) - [j17]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): 1688-1700 (2017) - [j16]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): 749-776 (2017) - [j15]Mostafa Rahmani, George K. Atia:
Randomized Robust Subspace Recovery and Outlier Detection for High Dimensional Data Matrices. IEEE Trans. Signal Process. 65(6): 1580-1594 (2017) - [j14]Mostafa Rahmani, George K. Atia:
High Dimensional Low Rank Plus Sparse Matrix Decomposition. IEEE Trans. Signal Process. 65(8): 2004-2019 (2017) - [j13]Mostafa Rahmani, George K. Atia:
Coherence Pursuit: Fast, Simple, and Robust Principal Component Analysis. IEEE Trans. Signal Process. 65(23): 6260-6275 (2017) - [j12]Mostafa Rahmani, George K. Atia:
Innovation Pursuit: A New Approach to Subspace Clustering. IEEE Trans. Signal Process. 65(23): 6276-6291 (2017) - [c56]Pouria Saidi, George K. Atia, Azadeh Vosoughi:
On robust detection of brain stimuli with Ramanujan Periodicity Transforms. ACSSC 2017: 729-733 - [c55]Ahmed H. Anwar, George K. Atia, Mina Guirguis:
Dynamic game-theoretic defense approach against stealthy Jamming attacks in wireless networks. Allerton 2017: 252-258 - [c54]Mostafa Rahmani, George K. Atia:
Robust PCA with concurrent column and element-wise outliers. Allerton 2017: 332-337 - [c53]Davood Mardani, George K. Atia:
On sparse recovery with Structured Noise under sensing constraints. CISS 2017: 1-6 - [c52]Pouria Saidi, George K. Atia, Azadeh Vosoughi:
Detection of Visual Evoked Potentials using Ramanujan Periodicity Transform for real time brain computer interfaces. ICASSP 2017: 959-963 - [c51]Mostafa Rahmani, George K. Atia:
High dimensional decomposition of coherent/structured matrices via sequential column/row sampling. ICASSP 2017: 6419-6423 - [c50]Mostafa Rahmani, George K. Atia:
Robust and Scalable Column/Row Sampling from Corrupted Big Data. ICCV Workshops 2017: 1818-1826 - [c49]Somayeh Keshavarz, Imran Saleemi, George K. Atia:
Exploiting probabilistic relationships between action concepts for complex event classification. ICIP 2017: 1572-1576 - [c48]Mostafa Rahmani, George K. Atia:
Coherence Pursuit: Fast, Simple, and Robust Subspace Recovery. ICML 2017: 2864-2873 - [c47]Mostafa Rahmani, George K. Atia:
Innovation Pursuit: A New Approach to the Subspace Clustering Problem. ICML 2017: 2874-2882 - [i20]Mostafa Rahmani, George K. Atia:
Low Rank Matrix Recovery with Simultaneous Presence of Outliers and Sparse Corruption. CoRR abs/1702.01847 (2017) - [i19]Mostafa Rahmani, George K. Atia:
Spatial Random Sampling: A Structure-Preserving Data Sketching Tool. CoRR abs/1705.03566 (2017) - [i18]Mostafa Rahmani, George K. Atia:
A Direction Search and Spectral Clustering Based Approach to Subspace Clustering. CoRR abs/1706.03860 (2017) - [i17]Davood Mardani, H. Esat Kondakci, Lane Martin, Ayman F. Abouraddy, George K. Atia:
Compressive optical interferometry. CoRR abs/1706.06166 (2017) - [i16]Davood Mardani, George K. Atia, Ayman F. Abouraddy:
Signal Reconstruction from Interferometric Measurements under Sensing Constraints. CoRR abs/1706.10275 (2017) - [i15]Mostafa Rahmani, George K. Atia:
Data Dropout in Arbitrary Basis for Deep Network Regularization. CoRR abs/1712.00891 (2017) - 2016
- [c46]Davood Mardani, George K. Atia, Ayman F. Abouraddy:
Sparse reconstruction under sensing constraints: A controlled approach. Allerton 2016: 292-298 - [c45]Mostafa Rahmani, George K. Atia:
In pursuit of novelty: A decentralized approach to subspace clustering. Allerton 2016: 447-451 - [c44]Ahmed H. Anwar, George K. Atia, Mina Guirguis:
Game theoretic defense approach to wireless networks against stealthy decoy attacks. Allerton 2016: 816-821 - [c43]M. Hadi Amini, Mostafa Rahmani, Kianoosh G. Boroojeni, George K. Atia, S. Sitharama Iyengar, Orkun Karabasoglu:
Sparsity-based error detection in DC power flow state estimation. EIT 2016: 263-268 - [c42]Alan Paris, George K. Atia, Azadeh Vosoughi, Stephen A. Berman:
Optimal causal filtering for 1 /fα-type noise in single-electrode EEG signals. EMBC 2016: 997-1001 - [c41]Mostafa Rahmani, George K. Atia:
Scalable and robust PCA approach with random column/row sampling. GlobalSIP 2016: 1320-1324 - [c40]Janiece Kelly, Mina Guirguis, George K. Atia:
Pinball attacks: Exploiting channel allocation in wireless networks. ICC 2016: 1-6 - [c39]Mostafa Rahmani, George K. Atia:
A Subspace Learning Approach for High Dimensional Matrix Decomposition with Efficient Column/Row Sampling. ICML 2016: 1206-1214 - [c38]Mostafa Rahmani, George K. Atia:
A subspace method for array covariance matrix estimation. SAM 2016: 1-5 - [c37]Taif Alobaidi, George K. Atia, Wasfy B. Mikhael:
Face recognition using the principal components of the scatter matrix in the frequency domain. MWSCAS 2016: 1-4 - [i14]M. Hadi Amini, Mostafa Rahmani, Kianoosh G. Boroojeni, George K. Atia, S. S. Iyengar, Orkun Karabasoglu:
Sparsity-Based Error Detection in DC Power Flow State Estimation. CoRR abs/1605.04380 (2016) - [i13]Mostafa Rahmani, George K. Atia:
Coherence Pursuit: Fast, Simple, and Robust Principal Component Analysis. CoRR abs/1609.04789 (2016) - [i12]Mostafa Rahmani, George K. Atia:
Robust and Scalable Column/Row Sampling from Corrupted Big Data. CoRR abs/1611.05977 (2016) - 2015
- [j11]George K. Atia:
Change Detection with Compressive Measurements. IEEE Signal Process. Lett. 22(2): 182-186 (2015) - [j10]George K. Atia, Venkatesh Saligrama, Cem Aksoylar:
Correction to "Boolean Compressed Sensing and Noisy Group Testing". IEEE Trans. Inf. Theory 61(3): 1507 (2015) - [c36]Mostafa Rahmani, George K. Atia:
Randomized subspace learning approach for high dimensional low rank plus sparse matrix decomposition. ACSSC 2015: 1796-1800 - [c35]Mostafa Rahmani, George K. Atia:
A decentralized approach to robust subspace recovery. Allerton 2015: 802-807 - [c34]Mostafa Rahmani, George K. Atia:
Analysis of randomized robust PCA for high dimensional data. SP/SPE 2015: 25-30 - [c33]Pouria Saidi, George K. Atia, Alan Paris, Azadeh Vosoughi:
Motor imagery classification using multiresolution analysis and sparse representation of EEG signals. GlobalSIP 2015: 815-819 - [c32]Ahmed Aldhahab, George K. Atia, Wasfy B. Mikhael:
High Performance and Efficient Facial Recognition Using Norm of ICA/Multiwavelet Features. ISVC (2) 2015: 672-681 - [c31]Ahmed H. Anwar, Janiece Kelly, George K. Atia, Mina Guirguis:
Stealthy edge decoy attacks against dynamic channel assignment in wireless networks. MILCOM 2015: 671-676 - [c30]Mostafa Rahmani, George K. Atia:
Randomized robust subspace recovery for big data. MLSP 2015: 1-6 - [c29]Ahmed Aldhahab, George K. Atia, Wasfy B. Mikhael:
Supervised facial recognition based on eigenanalysis of multiresolution and independent features. MWSCAS 2015: 1-4 - [c28]Ramy C. G. Chehata, Wasfy B. Mikhael, George K. Atia:
Facial recognition employing Transform Domain Mutual Principal Component Analysis. MWSCAS 2015: 1-4 - [i11]Mostafa Rahmani, George K. Atia:
High Dimensional Low Rank plus Sparse Matrix Decomposition. CoRR abs/1502.00182 (2015) - [i10]Mostafa Rahmani, George K. Atia:
Randomized Robust Subspace Recovery for High Dimensional Data Matrices. CoRR abs/1505.05901 (2015) - [i9]Mostafa Rahmani, George K. Atia:
Innovation Pursuit: A New Approach to Subspace Clustering. CoRR abs/1512.00907 (2015) - 2014
- [j9]Vincent Y. F. Tan, George K. Atia:
Strong Impossibility Results for Sparse Signal Processing. IEEE Signal Process. Lett. 21(3): 260-264 (2014) - [j8]Jonathan G. Ligo, George K. Atia, Venugopal V. Veeravalli:
A Controlled Sensing Approach to Graph Classification. IEEE Trans. Signal Process. 62(24): 6468-6480 (2014) - [c27]Alan Paris, Azadeh Vosoughi, George K. Atia:
Whitening 1/f-type noise in electroencephalogram signals for steady-state visual evoked potential brain-computer interfaces. ACSSC 2014: 204-207 - [c26]Davood Mardani, George K. Atia:
Adaptive sequential compressive detection. ACSSC 2014: 632-636 - [c25]Ahmed Aldhahab, George K. Atia, Wasfy B. Mikhael:
Supervised facial recognition based on multiresolution analysis with radon transform. ACSSC 2014: 928-932 - [c24]Omid Sarayanibafghi, George K. Atia, Masoud Malekzadeh, F. Necati Catbas:
Compressed change detection for structural health monitoring. ACSSC 2014: 1231-1235 - [c23]Vu Nguyen, Mina Guirguis, George K. Atia:
A unifying approach for the identification of application-driven stealthy attacks on mobile CPS. Allerton 2014: 1093-1101 - [c22]Omid Sarayanibafghi, George K. Atia:
Compressed Change Detection. ICASSP 2014: 3405-3409 - [c21]Vincent Y. F. Tan, George K. Atia:
Strong impossibility results for noisy group testing. ICASSP 2014: 8257-8261 - [c20]Ahmed Aldhahab, George K. Atia, Wasfy B. Mikhael:
Supervised facial recognition based on multi-resolution analysis and feature alignment. MWSCAS 2014: 137-140 - [c19]Ramy C. G. Chehata, Wasfy B. Mikhael, George K. Atia:
A Transform Domain Modular approach for facial recognition using different representations and windowing techniques. MWSCAS 2014: 817-820 - [i8]George K. Atia:
Change Detection with Compressive Measurements. CoRR abs/1404.3152 (2014) - [i7]Mostafa Rahmani, George K. Atia:
A Subspace Method for Array Covariance Matrix Estimation. CoRR abs/1411.0622 (2014) - 2013
- [j7]Sirin Nitinawarat, George K. Atia, Venugopal V. Veeravalli:
Controlled Sensing for Multihypothesis Testing. IEEE Trans. Autom. Control. 58(10): 2451-2464 (2013) - [c18]George K. Atia, Shuchin Aeron:
Asymptotic optimality results for controlled sequential estimation. Allerton 2013: 1098-1105 - [c17]George K. Atia, Shuchin Aeron:
Controlled sensing for sequential estimation. GlobalSIP 2013: 125-128 - [c16]Cem Aksoylar, George K. Atia, Venkatesh Saligrama:
Compressive sensing bounds through a unifying framework for sparse models. ICASSP 2013: 5524-5528 - [c15]Jonathan G. Ligo, George K. Atia, Venugopal V. Veeravalli:
A controlled sensing approach to graph classification. ICASSP 2013: 5573-5577 - [c14]Cem Aksoylar, George K. Atia, Venkatesh Saligrama:
Sparse signal processing with linear and non-linear observations: A unified shannon theoretic approach. ITW 2013: 1-5 - [c13]Mina Guirguis, George K. Atia:
Stuck in Traffic (SiT) Attacks: A Framework for Identifying Stealthy Attacks That Cause Traffic Congestion. VTC Spring 2013: 1-5 - [i6]Cem Aksoylar, George K. Atia, Venkatesh Saligrama:
Sparse Signal Processing with Linear and Non-Linear Observations: A Unified Shannon Theoretic Approach. CoRR abs/1304.0682 (2013) - 2012
- [j6]George K. Atia, Venkatesh Saligrama:
Boolean Compressed Sensing and Noisy Group Testing. IEEE Trans. Inf. Theory 58(3): 1880-1901 (2012) - [c12]Sirin Nitinawarat, George K. Atia, Venugopal V. Veeravalli:
Controlled sensing for hypothesis testing. ICASSP 2012: 5277-5280 - [c11]George K. Atia, Venugopal V. Veeravalli:
Controlled sensing for sequential multihypothesis testing. ISIT 2012: 2196-2200 - [c10]Cem Aksoylar, George K. Atia, Venkatesh Saligrama:
Sample complexity of salient feature identification for sparse signal processing. SSP 2012: 329-332 - [i5]Sirin Nitinawarat, George K. Atia, Venugopal V. Veeravalli:
Controlled Sensing for Multihypothesis Testing. CoRR abs/1205.0858 (2012) - [i4]Mina Guirguis, George K. Atia:
Stuck in Traffic (SiT) Attacks: A Framework for Identifying Stealthy Attacks that Cause Traffic Congestion. CoRR abs/1210.5454 (2012) - 2011
- [j5]Hany Morcos, George K. Atia, Azer Bestavros, Ibrahim Matta:
An information-theoretic framework for field monitoring using autonomously mobile sensors. Ad Hoc Networks 9(6): 1049-1058 (2011) - [j4]Jason A. Fuemmeler, George K. Atia, Venugopal V. Veeravalli:
Sleep Control for Tracking in Sensor Networks. IEEE Trans. Signal Process. 59(9): 4354-4366 (2011) - [j3]George K. Atia, Venugopal V. Veeravalli, Jason A. Fuemmeler:
Sensor Scheduling for Energy-Efficient Target Tracking in Sensor Networks. IEEE Trans. Signal Process. 59(10): 4923-4937 (2011) - [c9]Sirin Nitinawarat, George K. Atia, Venugopal V. Veeravalli:
Efficient target tracking using mobile sensors. CAMSAP 2011: 405-408 - [c8]George K. Atia, Venugopal V. Veeravalli:
Sensor scheduling for energy-efficient tracking in cluttered environments. ITA 2011: 41-49 - 2010
- [i3]George K. Atia, Venugopal V. Veeravalli, Jason A. Fuemmeler:
Sensor Scheduling for Energy-Efficient Target Tracking in Sensor Networks. CoRR abs/1009.2997 (2010) - [i2]Jason A. Fuemmeler, George K. Atia, Venugopal V. Veeravalli:
Sensor Management for Tracking in Sensor Networks. CoRR abs/1009.3167 (2010)
2000 – 2009
- 2009
- [j2]Anant Sahai, Kristen Ann Woyach, George K. Atia, Venkatesh Saligrama:
A technical framework for light- handed regulation of cognitive radios. IEEE Commun. Mag. 47(3): 96-102 (2009) - [c7]George K. Atia, Venkatesh Saligrama:
Noisy group testing: An information theoretic perspective. Allerton 2009: 355-362 - [i1]George K. Atia, Venkatesh Saligrama:
Boolean Compressed Sensing and Noisy Group Testing. CoRR abs/0907.1061 (2009) - 2008
- [c6]George K. Atia, Venkatesh Saligrama, Anant Sahai:
Codes to unmask spectrum violators in cognitive radio systems. ACSCC 2008: 1574-1578 - [c5]Kristen Ann Woyach, Anant Sahai, George K. Atia, Venkatesh Saligrama:
Crime and Punishment for Cognitive Radios. Allerton 2008: 236-243 - [c4]George K. Atia, Shuchin Aeron, Erhan Baki Ermis, Venkatesh Saligrama:
On Throughput Maximization and Interference Avoidance in Cognitive Radios. CCNC 2008: 963-967 - [c3]Hany Morcos, George K. Atia, Azer Bestavros, Ibrahim Matta:
An Information Theoretic Framework for Field Monitoring Using Autonomously Mobile Sensors. DCOSS 2008: 332-345 - [c2]George K. Atia, Andreas F. Molisch:
Cooperative Relaying with Imperfect Channel State Information. GLOBECOM 2008: 4793-4798 - 2007
- [j1]George K. Atia, Masoud Sharif, Venkatesh Saligrama:
On Optimal Outage in Relay Channels With General Fading Distributions. IEEE Trans. Inf. Theory 53(10): 3786-3797 (2007) - 2006
- [c1]George K. Atia, Masoud Sharif, Venkatesh Saligrama:
Effect of Geometry on the Diversity-Multiplexing Tradeoff in Relay Channels. GLOBECOM 2006
Coauthor Index
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