B. Varıcı, E. Acartürk, K. Shanmugam, and A. Tajer. Score-based Causal Representation Learning from Interventions.  

A. Chaudhuri, G. Fellouris, and A. Tajer. Round Robin Active Sequential Change Detection for Dependent Multi-Channel Data.

A. Dwivedi, S. Paternain, A. Tajer. Blackout Mitigation via Physics-guided RL.

P. N. Karthik, V. Y. F. Tan, A. Mukherjee, and A. Tajer. Optimal Best Restless Markov Arm Identification with Fixed Confidence. 

A. Mukherjee and A. Tajer. Efficient Best Arm Identification in Stochastic Bandits: Beyond β−optimality. 

Z. Yan, B. Varıcı, A. Mukherjee, and A. Tajer. Robust Causal Bandits for Linear Models, Journal of Selected Areas in Information Theory, 5:78 – 93, March 2024.

A. Dwivedi and A. Tajer. GRNN-based real-time fault chain prediction. IEEE Transactions on Power Systems, 39(1):934–946, January 2024.

B. Varıcı, D. Katz-Rogozhnikov, A. Tajer, D. Wei, and P. Sattigeri. Separability Analysis for Causal Discovery in Mixture of DAGs, Transactions on Machine Learning Research, October 2023.

B. Varıcı, K. Shanmugam, P. Sattigeri, and A. Tajer. Causal Bandits for Linear Structural Equation Models. Journal of Machine Learning Research, September 2023.

A. Mukherjee and A. Tajer. SPRT-based Efficient Best Arm Identification in Stochastic Bandits. Journal of Selected Areas in Information Theory, 4:128 – 143, June 2023.

S. Sihag and A. Tajer. Estimating structurally similar graphical models. IEEE Transactions on Information Theory, 69(2):1093–1124, Februrary 2023

M. Zohdy, A. Tajer, and S. Shamai (Shitz). Broadcast Approach to Uplink NOMA: Queuing Delay Analysis. Entropy, 24(12), November 2022.

A. Mukherjee, A. Tajer, P.-Y. Chen, and P. Das. Active sampling of multiple sources for sequential estimation. IEEE Transactions on Signal Processing, 70:4571–4585, 2022.

S. Sihag, A. Tajer, and U. Mitra. Adaptive graph-constrained group testing. IEEE Transactions on Signal Processing, 70:381 – 396, 2022.

A. Tajer, J. Heydari, and H. V. Poor. Active sampling for the quickest detection of Markov networks. IEEE Transactions on Information Theory, 68(4):2479–2508, April 2022.

A. Dwivedi, S. Wang, and A. Tajer. Linear Discriminant Analysis under f -divergence Measures. Entropy, 24(2), 2022.

A. Dwivedi and A. Tajer. Scalable Quickest Line Outage Detection and Localization Via Graph Spectral Analysis. IEEE Transactions on Power Systems, 37(1):590–602, January 2022.

A. Tajer, A. Steiner, and S. Shamai (Shitz). The broadcast approach in communication networks. Entropy, 23(1):1–137, January 2021.

M. Zohdy, A. Tajer, and S. Shamai (Shitz). Distributed Interference Management: A Broadcast Approach. IEEE Transactions on Communications, 69(1):149 – 163, January 2021.

S. Sihag and A. Tajer, Secure estimation under causative attacks, IEEE Transactions on Information Theory, 66(8):5145 – 5166, August 2020.

M. Zohdy, A. Tajer, and S. Shamai (Shitz). Broadcast Approach to Multiple Access with Local CSIT. IEEE Transactions on Communications, 67(11):7483–7498, November 2019.

T. Allen, A. Tajer, and N. Al-Dhahir. Secure Alamouti multiple access channel transmissions with multi-antenna eavesdroppers. IEEE Wireless Communications Letters, 8(5):1510–1513, October 2019.

S. Sihag and A. Tajer. Optimal network parameter estimation: Single-shot exchange of local decisions. IEEE Signal Processing Letter, 26(9):1280–1284, September 2019

A. Tajer, S. Sihag, and K. Alnajjar. Non-linear State Recovery in Power System under Random and Structured Attacks. Springer Journal of Modern Power Systems and Clean Energy, 7:1–10, July 2019

M. Zohdy and A. Tajer, Broadcast Approach for the Single-user Energy Harvesting Channel, IEEE Transactions on Communications, 67(5), pp. 3192 – 3204, May 2019.

J. Heydari and A. Tajer, Quickest Search and Learning over Multiple Sequences, IEEE Transactions on Signal Processing, 67(3), pp. 638-65, March 2019.

A. Tajer, False Data Injection Attacks on Electricity Markets by Limited Adversaries: Stochastic Robustness, IEEE Transactions on Smart Grid, 10(1), pp. 128-138, January 2019.

A. Tajer and M. Zohdy, Resource Allocation in Communication Systems under Sequential Resource Access, IEEE Transactions on Communications, 66(11), pp. 5608-5620, November 2018.

M. R. Mengis and A. Tajer, Data Injection Attacks on Electricity Markets by Limited Adversaries: Worst-case Robustness, IEEE Transactions on Smart Grid, 9(6), pp. 5710 - 5720, November 2018.

S. Sihag and A. Tajer, Power System State Estimation under Model Uncertainty, IEEE Journal of Selected Topics in Signal Processing, 12(4), pp. 593-606, August 2018.

S. Kazemi and A. Tajer, Multiaccess Communication via a Broadcast Approach Adapted to the Multiuser Channel, IEEE Transactions on Communication,  66(8), pp. 3341 - 3353, August 2018.

J. Heydari and A. Tajer, Quickest Localization of Anomalies in Power Grids: A Stochastic Graphical Approach, IEEE Transactions on Smart Grid,  9(5), pp. 4679 - 4688, August 2018.

A. Tajer, Load Forecasting via Diversified State Prediction in Multi-Area Power Networks, IEEE Transactions on Smart Grid, 8 (6), pp. 2675-2684, November 2017.

J. Heydari and A. Tajer, Quickest Search for Local Structures in Random Graphs, IEEE Transactions on Signal and Information Processing over Networks -- Special Issue on Graph Signal Processing, 3(3), pp. 528-538, September 2017.

T. Allen, A. Tajer, and N. Al-Dhahir, Secure Alamouti MAC Transmissions, IEEE Transactions on Wireless Communication, 16(6), pp. 3674-3687, June 2017.

I. S. Bayram and A. Tajer, Exploiting PEV Batteries for V2X Applications, IEEE Smart Grid Newsletter, May 2017

I. S. Bayram, A. Tajer, M. Abdallah, K. Qaraqe, A Stochastic Sizing Approach for Sharing-based Energy Storage Applications, IEEE Transactions on Smart Grid, 8(3), pp. 1075-1084, May 2017.

H. Godrich, A. Nehorai, A. Tajer, M. Sabrina Greco, and C. Zhang, Special Article Series on Signal Processing Education via Hands-on and Design Projects, IEEE Signal Processing Magazine, 34(1), pp. 13-15, January 2017.

J. Heydari, A. Tajer, and H. V. Poor, Quickest Linear Search over Correlated Sequences, IEEE Transactions on Information Theory, 62 (10), pp. 5786-5808, October 2016.

M. Ashraphijou, A. Tajer, C. Gong, and X. Wang, A Receiver-centric Approach to Interference Management: Fairness and Outage Optimization, IEEE Transactions on Information Theory, 62 (10), pp. 5619-5642, October 2016.

A. Tajer, I. Dobson, S. Kar, J. Lavaei, and L. Xie, Theory of Complex Systems with Applications to Smart Grid Operations", IEEE Transactions on Smart Grid, 7 (4), pp 1949-1950, July 2016.

A. Tajer and J. Heydari, Quickest Wideband Spectrum Sensing over Correlated Channels, IEEE Transactions on Communications, 63 (9), pp. 3082-3091, September 2015.

I. S. Bayram, A. Tajer, M. Abdallah, K. Qaraqe, Capacity Planning Frameworks for Electric Vehicle Charging Stations with Multiclass Customers, IEEE Transactions on Smart Grid, 16 (4), pp 1934-1943, July 2015.

A. Tajer, V. V. Veeravalli, and H. V. Poor, Outlying Sequence Detection in Large Datasets - A Data-Drive Approach, IEEE Signal Processing Magazine - Special Issue on Signal Processing for Big Data, 30 (5), pp. 44-56, September 2014.

W. Xu, A. Tajer, and X. Wang, Power Allocation in MISO Interference Channels with Stochastic CSIT, IEEE Transactions on Wireless Communications,  13 (7), pp. 1716-1727, March 2014.

C. Gong, X. Wang, and A. Tajer, Distributed Real-time Energy Scheduling in SmartGrid: Stochastic Model and Fast Optimization, IEEE Transactions on Smart Grids, 4 (3), pp. 1476-1489, September 2013.

A. Tajer and H. V. Poor, Quick Search for Rare Events, IEEE Transactions on Information Theory, 59 (7), pp. 4462-4481, July 2013.

G. H. Jajamovich, A. Tajer, and X.Wang, Minimax-Optimal Hypothesis Testing with Estimation-dependent Costs, IEEE Transactions on Signal Processing, 60 (12), pp. 6151-6165, December 2012.

S. Cui, Z. Han, S. Kar, T. Kim, H. V. Poor, and A. Tajer, Coordinated Data Injection Attack and Detection in Smart Grid, IEEE Signal Processing Magazine, 29 (5), pp. 106-115, September 2012.

A. Tajer, R. Castro, and X. Wang, Adaptive Sensing of Congested Spectrum Bands, IEEE Transactions on Information Theory, 58 (9), pp. 6110-6125, September 2012.

C. Gong, A. Tajer, and X. Wang, Group Decoding for Multi-Relay Assisted Interference Channel, IEEE Journal of Selected Areas in Communications, 30 (8), pp. 1489-1499, August 2012.

A. Tajer and X. Wang, (n;K )-user Interference Channel: Degrees of Freedom, IEEE Transactions on Information Theory, 58 (8),pp. 5338-5353, August 2012.

G. V. Moustakides, G. H. Jajamovich, A. Tajer, and X. Wang, Joint Detection and Estimation: Optimum Tests and Applications, IEEE Transactions on Information Theory, 58 (7), pp. 4215-4229, July 2012.

C. Gong, O. Abu-Ella, A. Tajer, and X. Wang, Constrained Group Decoder for Interference Channels, Journal of Communications, Special Issue on Future Directions in Computing and Networking, 7 (5), pp. 382-390, May 2012.

Z. Wang, A. Tajer, and X. Wang, Communication of Energy Harvesting Tags, IEEE Transactions on Communications, 60(4), pp. 1159-1166, April 2012.

C. Gong, A. Tajer, and X. Wang, Interference Channel with Constrained Partial Group Decoding, IEEE Transactions on Communications, 59 (11), pp. 3059-3071, November 2011.

A. Tajer, A. Nosratinia, and N. Aldhahir, Diversity Order of In Finite-Length Symbol-by-Symbol Linear Equalization, IEEE Transactions on Communications, 59 (6), pp. 1706-1710, September 2011.

A. Tajer and X. Wang, Information Exchange Limits in Multi-cell MIMO Cooperative Networks, IEEE Transactions on Signal Processing, 59 (6), pp. 2927-2942, June 2011.

A. Tajer, N. Prasad, and X. Wang, Robust Linear Precoder Design for Multi-cell Downlink Transmission, IEEE Transactions on Signal Processing, 59 (1), pp. 235-251, January 2011.

A. Tajer and X. Wang, Multiuser Diversity Gain in Cognitive Networks, IEEE/ACM Transactions on Networking, 18 (6), pp. 1766-1779, December 2010.

A. Tajer and A. Nosratinia, Diversity Order in ISI Channels with Single-Carrier Frequency-Domain Equalizers, IEEE Transactions on Wireless Communications, 9 (3), pp. 1022-1032, March 2010.

A. Tajer, G. H. Jajamovich, X. Wang, and G. V. Moustakides, Optimal Joint Target Detection and Parameter Estimation By MIMO Radar, IEEE Journal of Selected Topics in Signal Processing, 4 (1), pp. 127-145, February 2010.

A. Tajer, N. Prasad, and X. Wang, Beamforming and Rate Allocation in MISO Cognitive Radio Networks, IEEE Transactions on Signal Processing, 58 (1), pp. 362-377, January 2010.

A. Tajer and X. Wang, Beacon-Assisted Spectrum Access with Cooperative Cognitive Transmitter and Receiver, IEEE Transactions on Mobile Computing, 9 (1), pp. 112-126, January 2010.