A. Tajer

Most-cited papers

False Data Injection Attacks in Electricity Markets by Limited Adversaries: Stochastic Robustness
A. Tajer
2019IEEE Transactions on Smart Grid67 citations Open access
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Score-based Causal Representation Learning with Interventions
Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Abhishek Kumar +1 more
2023arXiv.org59 citations Open access
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General Identifiability and Achievability for Causal Representation Learning
Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, A. Tajer
2023International Conference on Artificial Intelligence and Statistics44 citations
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Score-based Causal Representation Learning: Linear and General Transformations
Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Abhishek Kumar +1 more
2024arXiv.org42 citations
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Data Injection Attacks on Electricity Markets by Limited Adversaries: Worst-Case Robustness
Mateo R. Mengis, A. Tajer
2018IEEE Transactions on Smart Grid38 citations
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GRNN-Based Real-Time Fault Chain Prediction
Anmol Dwivedi, A. Tajer
2023IEEE Transactions on Power Systems26 citations Open access
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Causal Bandits for Linear Structural Equation Models
Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, A. Tajer
2022Journal of machine learning research24 citations Open access
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Linear Causal Representation Learning from Unknown Multi-node Interventions
Emre Acartürk, Karthikeyan Shanmugam, A. Tajer, Burak Varici
2024Neural Information Processing Systems21 citations
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The Broadcast Approach in Communication Networks
A. Tajer, A. Steiner, S. Shamai
2021Entropy21 citations Open access
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When Neural Networks Fail to Generalize? A Model Sensitivity Perspective
Jiajin Zhang, Hanqing Chao, Amit Dhurandhar, Pin-Yu Chen +3 more
2022AAAI Conference on Artificial Intelligence19 citations Open access
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Scalable Intervention Target Estimation in Linear Models
Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, A. Tajer
2021Neural Information Processing Systems16 citations
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Cascading Failure Prediction via Causal Inference
S. Ghosh, Anmol Dwivedi, A. Tajer, Kyongmin Yeo +1 more
2024IEEE Transactions on Power Systems15 citations Open access
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Spectral Adversarial MixUp for Few-Shot Unsupervised Domain Adaptation
Jiajin Zhang, Hanqing Chao, Amit Dhurandhar, Pin-Yu Chen +3 more
2023International Conference on Medical Image Computing and Computer-Assisted Intervention14 citations Open access
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Plug-in Electric Vehicle Grid Integration
A. Tajer, I. S. Bayram
201713 citations
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Active Sampling for the Quickest Detection of Markov Networks
A. Tajer, Javad Heydari, H. Poor
2022IEEE Transactions on Information Theory12 citations Open access
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Linear Causal Bandits: Unknown Graph and Soft Interventions
Zirui Yan, A. Tajer
2024Neural Information Processing Systems11 citations
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Scalable Quickest Line Outage Detection and Localization Via Graph Spectral Analysis
Anmol Dwivedi, A. Tajer
2022IEEE Transactions on Power Systems11 citations Open access
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Mean-based Best Arm Identification in Stochastic Bandits under Reward Contamination
Arpan Mukherjee, A. Tajer, Pin-Yu Chen, Payel Das
2021arXiv.org11 citations
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Interventional Causal Discovery in a Mixture of DAGs
Burak Varici, Dmitriy A. Katz, Dennis Wei, Prasanna Sattigeri +1 more
2024Neural Information Processing Systems10 citations
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Intervention target estimation in the presence of latent variables
Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, A. Tajer
2022Conference on Uncertainty in Artificial Intelligence10 citations
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Non-linear state recovery in power system under bad data and cyber attacks
A. Tajer, Saurabh Sihag, Khawla A. Alnajjar
2019Journal of Modern Power Systems and Clean Energy10 citations Open access
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Power System State Estimation Under Model Uncertainty
Saurabh Sihag, A. Tajer
2018IEEE Journal on Selected Topics in Signal Processing10 citations
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Sample Complexity of Interventional Causal Representation Learning
Emre Acartürk, Karthikeyan Shanmugam, A. Tajer, Burak Varici
2024Neural Information Processing Systems9 citations
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Round Robin Active Sequential Change Detection for Dependent Multi-Channel Data
Anamitra Chaudhuri, Georgios Fellouris, A. Tajer
2024IEEE Transactions on Information Theory9 citations Open access
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Distributed Interference Management: A Broadcast Approach
Maha Zohdy, A. Tajer, S. Shamai
2021IEEE Transactions on Communications9 citations Open access
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Quickest Search and Learning Over Correlated Sequences: Theory and Application
Javad Heydari, A. Tajer
2019IEEE Transactions on Signal Processing9 citations Open access
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Simultaneous Information and Energy Transmission: A Finite Block-Length Analysis
S. Perlaza, A. Tajer, H. VincentPoor
2018International Workshop on Signal Processing Advances in Wireless Communications9 citations Open access
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Controlled Sensing for Multi-Hypothesis Testing with Co-Dependent Actions
Javad Heydari, A. Tajer
2018International Symposium on Information Theory9 citations
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Causal Bandits with General Causal Models and Interventions
Zirui Yan, Dennis Wei, Dmitriy A. Katz-Rogozhnikov, Prasanna Sattigeri +1 more
2024International Conference on Artificial Intelligence and Statistics8 citations
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Efficient Best Arm Identification in Stochastic Bandits: Beyond β−Optimality
Arpan Mukherjee, A. Tajer
2023IEEE Transactions on Information Theory8 citations
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Discriminant Analysis under f-Divergence Measures
Anmol Dwivedi, Sihui Wang, A. Tajer
2022Entropy8 citations Open access
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Federated Multi-Armed Bandit Via Uncoordinated Exploration
Zirui Yan, Quan-Wu Xiao, Tianyi Chen, A. Tajer
2022IEEE International Conference on Acoustics, Speech, and Signal Processing8 citations
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On Ultra-Reliable and Low Latency Simultaneous Information and Energy Transmission Systems
Nizar Khalfet, S. Perlaza, A. Tajer, H. Poor
2019International Workshop on Signal Processing Advances in Wireless Communications8 citations
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Multiaccess Communication via a Broadcast Approach Adapted to the Multiuser Channel
Samia Kazemi, A. Tajer
2017IEEE Transactions on Communications8 citations Open access
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SPRT-Based Efficient Best Arm Identification in Stochastic Bandits
Arpan Mukherjee, A. Tajer
2022IEEE Journal on Selected Areas in Information Theory7 citations Open access
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Sequential Change Detection of a Correlation Structure under a Sampling Constraint
Anamitra Chaudhuri, Georgios Fellouris, A. Tajer
2021International Symposium on Information Theory7 citations
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Broadcast Approach to Multiple Access With Local CSIT
Maha Zohdy, A. Tajer, S. Shamai
2019IEEE Transactions on Communications7 citations Open access
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Separability Analysis for Causal Discovery in Mixture of DAGs
Burak Varici, Dmitriy A. Katz, Dennis Wei, Prasanna Sattigeri +1 more
2024Trans. Mach. Learn. Res.6 citations
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Active Sampling of Multiple Sources for Sequential Estimation
Arpan Mukherjee, A. Tajer, Pin-Yu Chen, Payel Das
2022IEEE Transactions on Signal Processing6 citations Open access
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Quickest Search for a Change Point
Javad Heydari, A. Tajer
2018International Symposium on Information Theory6 citations Open access
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Resource Allocation Under Sequential Resource Access
A. Tajer, Maha Zohdy, Khawla A. Alnajjar
2018IEEE Transactions on Communications6 citations Open access
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Risk-sensitive Bandits: Arm Mixture Optimality and Regret-efficient Algorithms
Meltem Tatli, Arpan Mukherjee, A. PrashanthL, Karthikeyan Shanmugam +1 more
2025International Conference on Artificial Intelligence and Statistics5 citations
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Blackout Mitigation via Physics-Guided RL
Anmol Dwivedi, Santiago Paternain, A. Tajer
2024IEEE Transactions on Power Systems5 citations Open access
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Robust Causal Bandits for Linear Models
Zirui Yan, Arpan Mukherjee, Burak Varici, A. Tajer
2023IEEE Journal on Selected Areas in Information Theory5 citations Open access
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SPRT-based Best Arm Identification in Stochastic Bandits
Arpan Mukherjee, A. Tajer
2022International Symposium on Information Theory5 citations
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Secure Alamouti Multiple Access Channel Transmissions: Multiuser Transmission and Multi-Antenna Eavesdroppers
Trevor Allen, A. Tajer, N. Al-Dhahir
2019IEEE Wireless Communications Letters5 citations
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Secure Estimation Under Causative Attacks
Saurabh Sihag, A. Tajer
2018IEEE Transactions on Information Theory5 citations Open access
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Adaptive Graph-Constrained Group Testing
Saurabh Sihag, A. Tajer, U. Mitra
2022IEEE Transactions on Signal Processing4 citations Open access
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Learning Shared Subgraphs in Ising Model Pairs
Burak Varici, Saurabh Sihag, A. Tajer
2021International Conference on Artificial Intelligence and Statistics4 citations
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Structure Learning with Side Information: Sample Complexity
Saurabh Sihag, A. Tajer
2019Neural Information Processing Systems4 citations
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