default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDGeorge K. Atia
Person information
- affiliation: University of Central Florida, Department of Electrical Engineering and Computer Science
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
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]