Ali Tajer
Associate Professor
Electrical, Computer, and Systems Engineering
Rensselaer Polytechnic Institute
(518) 276-8237
6040 Jonsson Engineering Center, 110 8th Street
Troy, NY 12180
[J64] | B. Varıcı, E. Acartürk, K. Shanmugam, and A. Tajer. Score-based Causal Representation Learning from Interventions. |
[J63] | A. Mukherjee and A. Tajer. Efficient Best Arm Identification in Stochastic Bandits: Beyond β−optimality. IEEE Transactions on Information Theory (to appear) |
[J62] | A. Dwivedi, S. Paternain, A. Tajer. Blackout Mitigation via Physics-guided RL. IEEE Transactions on Power Systems (to appear) |
[J61] | A. Chaudhuri, G. Fellouris, and A. Tajer. Round Robin Active Sequential Change Detection for Dependent Multi-Channel Data. IEEE Transactions on Information Theory (to appear) |
[J60] | P. N. Karthik, V. Y. F. Tan, A. Mukherjee, and A. Tajer. Optimal Best Restless Markov Arm Identification with Fixed Confidence, IEEE Transactions on Information Theory (to appear) |
[C102] | Anmol Dwivedi and Nurali Virani and Santiago Paternain and Ali Tajer. RL for Mitigating Cascading Failures: Targeted Exploration via Sensitivity Factors. Proc. Conference on Neural Information Processing Systems (NeurIPS) -- Tackling Climate Change with Machine Learning Workshop. Vancouver, Canada, December 2024. |
[C101] | Z. Yan and A. Tajer. Linear Causal Bandits: Unknown Graph and Soft Interventions. In Proc. Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada, December 2024. |
[C100] | B. Varici, D. Katz-Rogozhniko, D. Wei, P. Sattiger, A. Tajer. Interventional Causal Discovery in a Mixture of DAGs. in Proc. Conference on Neural Information Processing Systems (NeurIPS). Vancounver, Canada, December 2024. |
[C99] | E. Acartürk. B. Varıcı, K. Shanmugam, and A. Tajer. Sample Complexity of Interventional Causal Representation Learning. In Proc. Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada, December 2024. |
[C98] | B. Varıcı, E. Acartürk, K. Shanmugam, and A. Tajer. Linear Causal Representation Learning from Unknown Multi-node Interventions. In Proc. Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada, December 2024. |
[C97] | A. Mukherjee and A. Tajer. BAI in Exponential Family: Efficiency and Optimality. In Proc. IEEE International Symposium on Information Theory (ISIT), Athens, Greece, July 2024. |
[C96] | Z. Yan, A. Mukherjee, B. Varıcı, and A. Tajer. Improved Bound for Robust Causal Bandits with Linear Models. In Proc. IEEE International Symposium on Information Theory (ISIT), Athens, Greece, July 2024. |
[C95] | B. Varıcı, E. Acartürk, K. Shanmugam, and A. Tajer. General Identifiability and Achievability for Causal Representation Learning. In Proc. International Conference on Artificial Intelligence and Statistics (AISTATS), Valencia, Spain, May 2024. |
[C94] | Z. Yan, D. Wei, D. Katz-Rogozhnikov, P. Sattigeri, and A. Tajer. General Causal Bandits: General Causal Models and Interventions. In Proc. International Conference on Artificial Intelligence and Statistics (AISTATS), Valencia, Spain, May 2024. |
[J59] | 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. |
[J58] | A. Dwivedi and A. Tajer. GRNN-based real-time fault chain prediction. IEEE Transactions on Power Systems, 39(1):934–946, January 2024. |
[C93] | B. Varıcı, E. Acartürk, K. Shanmugam, and A. Tajer. Score-based Causal Representation Learning from Interventions: Nonparametric Identifiability. In Proc. Conference on Neural Information Processing Systems (NeurIPS) – Workshop on Causal Representation Learning, New Orleans, LA, December 2023. |
[J57] | 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. |
[C92] | J. Zhang, H. Chao, A. Dhurandhar, P.-Y. Chen, A. Tajer, Y. Xu, and P. Yan. Spectral Adversarial MixUp for Few-Shot Unsupervised Domain Adaptation. In Proc. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Vancouver, Canada, October 2023. |
[J56] | B. Varıcı, K. Shanmugam, P. Sattigeri, and A. Tajer. Causal Bandits for Linear Structural Equation Models. Journal of Machine Learning Research, September 2023. |
[J55] | 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. |
[C91] | J. Zhang, H. Chao, A. Dhurandhar, P.-Y. Chen, A. Tajer, Y. Xu, and P. Yan. When Neural Networks Fail to Generalize? A Model Sensitivity Perspective. In Proc. AAAI Conference on Artificial Intelligence (AAAI), Washington, D.C., February 2023. |
[J54] | S. Sihag and A. Tajer. Estimating structurally similar graphical models. IEEE Transactions on Information Theory, 69(2):1093–1124, Februrary 2023 |
[J53] | M. Zohdy, A. Tajer, and S. Shamai (Shitz). Broadcast Approach to Uplink NOMA: Queuing Delay Analysis. Entropy, 24(12), November 2022. |
[J52] | 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. |
[C90] | B. Varıcı, K. Shanmugam, P. Sattigeri, and A. Tajer. Intervention Target Estimation in the Presence of Latent Variables. In Proc. The Conference on Uncertainty in Artificial Intelligence, Amsterdam (UAI), Netherlands, August 2022 |
[C89] | A. Mukherjee and A. Tajer. SPRT-Based Best Arm Identification in Stochastic Bandits. In Proc. IEEE International Symposium on Information Theory (ISIT), Espoo, Finland, July 2022 |
[J51] | S. Sihag, A. Tajer, and U. Mitra. Adaptive graph-constrained group testing. IEEE Transactions on Signal Processing, 70:381 – 396, 2022. |
[C88] | Z. Yan, Q. Xiao, T. Chen, and A. Tajer. Federated multi-armed bandit via uncoordinated exploration. In Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapore, May 2022 |
[J50] | 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. |
[J49] | A. Dwivedi, S. Wang, and A. Tajer. Linear Discriminant Analysis under f -divergence Measures. Entropy, 24(2), 2022. |
[J48] | 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. |
[C87] | B. Varıcı, K. Shanmugam, P. Sattigeri, and A. Tajer. Scalable Intervention Target Estimation in Linear Models. In Proc. Conference on Neural Information Processing Systems (NeurIPS), Virtual, December 2021 |
[C86] | A. Mukherjee, A. Tajer, P.-Y. Chen, and P. Das. Mean-based Best Arm Identification in Stochastic Bandits under Reward Contamination. In Proc. Conference on Neural Information Processing Systems (NeurIPS), Virtual, December 2021 |
[C85] | J. Heydari and A. Tajer. Active Sampling for Binary Gaussian Model Testing in High Dimensions. In Proc. International Conference on Machine Learning (ICML), Virtual, July 2021 |
[C84] | A. Chaudhuri, G. Fellouris, and A. Tajer. Sequential Change Detection of a Correlation structure under a Sampling Constraint. In Proc. IEEE International Symposium on Information Theory (ISIT), Melbourne, Australia, June 2021 |
[C83] | A. Mukherjee, A. Tajer, P.-Y. Chen, and P. Das. Active Binary Classification of Random Fields. In Proc. IEEE International Symposium on Information Theory (ISIT), Melbourne, Australia, June 2021 |
[C82] | A. Dwivedi, S. Wang, and A. Tajer. Linear Discriminant Analysis under f -divergence Measures. In Proc. IEEE International Symposium on Information Theory (ISIT), Melbourne, Australia, June 2021 |
[C81] | S. Sihag, A. Tajer, and U. Mitra. Two-stage Graph-constrained Group Testing: Theory and Application. In Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Toronto, Canada, June 2021 |
[C80] | A. Mukherjee, A. Tajer, P.-Y. Chen, and P. Das. Active estimation from multimodal data. In Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Toronto, Canada, June 2021 |
[C79] | B. Varıcı, S. Sihag, and A. Tajer. Learning Shared Subgraphs in Ising Model Pairs. International Conference on Artificial Intelligence and Statistics (AISTATS), San Diego, CA, April 2021 |
[J47] | A. Tajer, A. Steiner, and S. Shamai (Shitz). The broadcast approach in communication networks. Entropy, 23(1):1–137, January 2021. |
[J46] | M. Zohdy, A. Tajer, and S. Shamai (Shitz). Distributed Interference Management: A Broadcast Approach. IEEE Transactions on Communications, 69(1):149 – 163, January 2021. |
[J45] | S. Sihag and A. Tajer, Secure estimation under causative attacks, IEEE Transactions on Information Theory, 66(8):5145 – 5166, August 2020. |
[C78] | S. Sihag and A. Tajer. Approximate Recovery Of Ising Models with Side Information. In Proc. IEEE International Symposium on Information Theory (ISIT), Los Angeles, CA, June 2020 |
[C77] | M. Zohdy, A. Tajer, and S. Shamai (Shitz). Interference Management without CSIT: A Broadcast Approach. In Proc. IEEE International Symposium on Information Theory (ISIT), Los Angeles, CA, June 2020 |
[C76] | A. Tajer and G. Zheng. Learning the wireless interference graph via local probes. In Proc. International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Atlanta, GA, May 2020 |
[J44] | 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. |
[J43] | 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. |
[C75] | S. Sihag and A. Tajer, Structure Learning with Side Information: Sample Complexity, in Proc. Neural Information Processing Systems (NeurIPS) Vancouver, Canada, December 2019. |
[J42] | 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 |
[C74] | J. Heydari and A. Tajer. Quickest search for a change point. In Proc. IEEE International Symposium on Information Theory (ISIT), Paris, France, July 2019 |
[C73] | S. Sihag and A. Tajer. Structure learning of similar Ising models: Information-theoretic bounds. In Proc. IEEE International Symposium on Information Theory (ISIT), Paris, France, July 2019. |
[J41] | 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 |
[C72] | S. Sihag and A. Tajer, Secure estimation under causative attacks, In Proc. IEEE International Symposium on Information Theory (ISIT), Paris, France, July 2019. |
[J40] | 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. |
[C71] | S. Sihag and A. Tajer. Sample complexity of joint structure learning. In Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, UK, April 2019. |
[J39] | J. Heydari and A. Tajer, Quickest Search and Learning over Multiple Sequences, IEEE Transactions on Signal Processing, 67(3), pp. 638-65, March 2019. |
[J38] | 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. |
[C70] | M. Zohdy and A. Tajer, A Broadcast Approach to the Single-user Energy Harvesting Channel, in Proc. IEEE Global Communications Conference (Globecom), December 2018, Abu Dhabi, UAE. |
[C69] | M. Zohdy, S. Kazemi, A. Tajer, A Broadcast Approach to Multiple Access with Partial CSIT, in Proc. IEEE Global Communications Conference (Globecom), December 2018, Abu Dhabi, UAE. |
[C68] | S. Sihag and A. Tajer, Non-Linear State Estimation in Power Systems under Model Uncertainty, in Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP), November 2018, Anaheim, CA |
[J37] | 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. |
[J36] | 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. |
[C67] | J. Heydari and A. Tajer, Quickest Search for a Change Window, in Proc. Allerton Conference on Communication, Control, and Computing (Allerton), October 2018, Monticello, IL. |
[C66] | A. Tajer and M. Zohdy, Resource Allocation under Sequential Resource Access: Theory and Application, in Proc. Allerton Conference on Communication, Control, and Computing (Allerton), October 2018, Monticello, IL. |
[J35] | 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. |
[J34] | 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. |
[J33] | 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. |
[C65] | S. Perlaza, A. Tajer, and H. V. Poor, "Simultaneous Energy and Information Transmission: A Finite Block-length Analysis", in Proc. IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), June 2018, Kalamata, Greece. |
[C64] | J. Heydari and A. Tajer, "Controlled Sensing for Multi-hypothesis Testing with Co-dependant Actions", in Proc. IEEE International Symposium on Information Theory (ISIT), June 2018, Vail, CO. |
[C63] | S. Sihag, and A. Tajer, "Scalable Network Parameter Estimation in the Presence of Anomalies", in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2018, Calgary, Alberta |
[C62] | S. Sihag and A. Tajer, "Distributed Estimation under Network Model Uncertainty", in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2018, Calgary, Alberta. |
[C61] | S. Sihag, J. Heydari, and A. Tajer, "Sequential Estimation of Distributed Parameters in Networks", in Proc. Annual Conference on Information Sciences and Systems (CISS), March 2018, Princeton, NJ. |
[C60] | A. Tajer, "Data Injection Attacks in Electricity Markets: Stochastic Robustness", in Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP), November 2017, Montreal, Canada. |
[C59] | S. Sihag and A. Tajer, "Secure Parameter Estimation: Fundamental Tradeoffs", in Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP), November 2017, Montreal, Canada. |
[C58] | J. Heydari, Z. Sun, and A. Tajer, "Quickest Line Outage Localization under Unknown Model," in Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP), November 2017, Montreal, Canada. |
[J32] | 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. |
[C57] | A. Tajer, "Quickest Search for a Transient Change in a Time Series", in Proc. Allerton Conference on Communication, Control, and Computing (Allerton), October 2017, Monticello, IL. |
[J31] | 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. |
[C56] | S. Kazemi and A. Tajer, "A Broadcast Approach to Multiple Access Adapted to the Multiuser Channel", in Proc. IEEE International Symposium on Information Theory (ISIT), June 2017, Aachen, Germany. |
[C55] | J. Heydari and A. Tajer, "Quickest Search and Learning over Multiple Sequences", in Proc. IEEE International Symposium on Information Theory (ISIT), June 2017, Aachen, Germany. |
[J30] | T. Allen, A. Tajer, and N. Al-Dhahir, Secure Alamouti MAC Transmissions, IEEE Transactions on Wireless Communication, 16(6), pp. 3674-3687, June 2017. |
[J29] | I. S. Bayram and A. Tajer, Exploiting PEV Batteries for V2X Applications, IEEE Smart Grid Newsletter, May 2017 |
[J28] | 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. |
[C54] | J. Heydari and A. Tajer, "Quickest Change Detection in Structured Data with Incomplete Information", in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017, New Orleans, LA. |
[J27] | 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. |
[C53] | T. Allen, A. Tajer, and N. Al-Dhahir, "Reduced-feedback AN-aided Secure Alamouti MAC Transmissions", in Proc. IEEE Global Communications Conference (Globecom), December 2016, Washington, D.C. |
[C52] | M. Xue and A. Tajer, "Worst-case Robust Attacks by Limited Adversaries against Electricity Markets", in Proc. Annual Asilomar Conference on Signals, Systems, and Computers (Asilomar), November 2016, Pacific Grove, CA. |
[C51] | J. Heydari and A. Tajer, "Quickest Combined Anomaly Detection and Estimation in Networked Data", in Proc. Annual Asilomar Conference on Signals, Systems, and Computers (Asilomar), November 2016, Pacific Grove, CA |
[J26] | 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. |
[C50] | J. Heydari and A. Tajer, "Quickest Search for Structured Subnetworks", in Proc. Allerton Conference on Communication, Control, and Computing (Allerton), October 2016, Monticello, IL. |
[J25] | 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. |
[J24] | 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. |
[C49] | J. Heydari, A. Tajer, and H. V. Poor, "Quickest Detection of Markov Networks", in Proc. IEEE International Symposium on Information Theory (ISIT), Barcelona, Spain, July 2016. |
[C48] | J. Heydari and A. Tajer, "A Graphical Approach to Quickest Outage Localization in Power Grids", in Proc. IEEE Statistical Signal Processing Workshop (SSP), June 2016, Palma de Mallorca, Spain. |
[C47] | J. Heydari, A. Tajer, and H. V. Poor, "Quickest Search over Correlated Sequences under Model Uncertainty", in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2016, Shanghai, China. |
[C46] | J. Heydari, A. Tajer, and H. V. Poor, "Quickest Detection of Gauss Markov Random Fields", in Proc. Allerton Conference on Communication, Control, and Computing (Allerton), October 2015, Monticello, IL. |
[J23] | A. Tajer and J. Heydari, Quickest Wideband Spectrum Sensing over Correlated Channels, IEEE Transactions on Communications, 63 (9), pp. 3082-3091, September 2015. |
[J22] | 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. |
[C45] | J. Heydari and A. Tajer, "Quickest Linear Search over Correlated Sequences", in Proc. IEEE International Symposium on Information Theory (ISIT), June 2015, Hong Kong. |
[C44] | A. Tajer and J. Heydari, "Quickest Spectrum Sensing over Correlated Channels", in Proc. IEEE International Conference on Communications (ICC), June 2015, London, UK. |
[C43] | I. S. Bayram, M. Abdallah, A. Tajer, and K. Qaraqe, "Energy Storage Sizing for Peak Hour Utility Applications", in Proc. IEEE International Conference on Communications (ICC), June 2015, London, UK. |
[C42] | H. Zebardast, A. Tajer, B. Maham, and M. Rezaee, "Relay X Channel without Channel State Information at the Transmit Sides: Degrees of Freedom", In Proc. IEEE Wireless Communications and Networking Conference (WCNC), March 2015, New Orleans, LA. |
[C41] | A. Tajer, "Diversified Parameter Estimation in Complex Networks", in Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP), December 2014, Atlanta, GA. |
[C40] | J. Heydari and A. Tajer, "Quickest Sequential Search over Correlated Sequences", in Proc. Annual Asilomar Conference on Signals, Systems, and Computers (Asilomar), November 2014, Pacific Grove, CA. |
[J21] | 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. |
[C39] | A. Tajer, "State Recovery under Cyber Attacks in Energy Grids", In Proc. IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), June 2014, La Coruna, Spain. |
[C38] | S. Balaneshin, A. Tajer, and H. V. Poor, "Quick Search for Correlated Rare Events in High-dimensional Data", In Proc. International Symposium on Communications, Control, and Signal Processing, May 2014, Athens, Greece. |
[J20] | 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. |
[C37] | A. Tajer and H. V. Poor, "Adaptive Block Sampling for Spectrum Sensing", In Proc. IEEE International Workshop on Computational Advances in Multi-sensor Adaptive Processing, December 2013, Saint Martin, Netherlands. |
[C36] | K. Kalbat and A. Tajer, "Learning-based Distributed Load Forecasting in Energy Grids", In Proc. IEEE Global Conference on Signal and Information Processing, December 2013 (GlobalSIP), Austin, TX. |
[C35] | A. Tajer and H. V. Poor, "Quick Search for Rare Events through Sequential Group Sampling", In Proc. Annual Asilomar Conference on Signals, Systems, and Computers (Asilomar), November 2013, Pacific Grove, CA. |
[C34] | A. Tajer and H. V. Poor, "Quick Search for Rare Spectrum Opportunities", in Proc. European Signal Processing Conference (EUSIPCO), September 2013, Marrakech, Morocco. |
[J19] | 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. |
[C33] | A. Tajer and H. V. Poor, "Quick Spectrum Access via Block Sampling", In Proc. IEEE Vehicular Technology Conference Fall (VTC) , August 2013, Las Vegas, NV. |
[J18] | A. Tajer and H. V. Poor, Quick Search for Rare Events, IEEE Transactions on Information Theory, 59 (7), pp. 4462-4481, July 2013. |
[J17] | 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. |
[C32] | N. Prasad, A. Tajer, and X. Wang, "Design of Coordinated Multi-Point (CoMP) Transmission and Reception Schemes for the 4G Cellular Downlink", In Proc. Annual Asilomar Conference on Signals, Systems, and Computers (Asilomar), November 2012, Pacific Grove, CA. |
[C31] | A. Tajer and H. V. Poor, "Hypothesis Testing for Partial Sparse Recovery", In Proc. Allerton Conference on Communication, Control, and Computing (Allerton), October 2012, Monticello, IL. |
[C30] | A. Tajer and H. V. Poor, "Cost of Proportional Fairness in Multiuser Networks", In Proc. Allerton Conference on Communication, Control, and Computing (Allerton), October 2012, Monticello, IL. |
[J16] | 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. |
[J15] | 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. |
[J14] | 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. |
[C29] | C. S. Leberknight, A. Tajer, M. Chiang, and H. V. Poor, "identifying Communities of Interest Using Side Information", in Proc. IEEE Statistical Signal Processing Workshop (SSP), August 2012, Ann Arbor, MI. |
[J13] | 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. |
[J12] | 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. |
[C28] | H. Godrich, A. Tajer, and H. V. Poor, "Distributed Target Tracking in Multiple Widely Separated Radar Architectures", in Proc. IEEE Sensor Array and Multichannel Signal Processing Workshop (SSP), June 2012, Hoboken, NJ. |
[J11] | 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. |
[J10] | Z. Wang, A. Tajer, and X. Wang, Communication of Energy Harvesting Tags, IEEE Transactions on Communications, 60(4), pp. 1159-1166, April 2012. |
[C27] | A. Tajer and H. V. Poor, "Quick Partial Sparse Support Recovery", in Proc. Information Theory and Applications (ITA), February 2012, San Diego, CA. |
[C26] | C. Gong, A. Tajer, and X. Wang, "Group Decoding for Interference Channels", In Proc. International Conference on Computing, Networking and Communications, January 2012, Manu, HI. |
[C25] | C. Gong, A. Tajer, and X. Wang, "A Practical Coding Scheme for Interference Channel using Constrained Partial Group Decoder", In Proc. IEEE Global Communications Conference (Globecom), December 2011, Houston, TX. |
[J9] | 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. |
[C24] | A. Tajer, S. Kar, H. V. Poor, and S. Cui, "Distributed Joint Cyber Attack Detection and State Recovery in Smart Grids", in Proc. IEEE International Conference on Smart Grid Communications (SmartGridComm), October 2011, Brussels, Belgium. |
[J8] | 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. |
[C23] | G. H. Jajamovich, A. Tajer, and X. Wang "Combined Optimal Joint Detection and Estimation", In Proc. Allerton Conference on Communication, Control, and Computing (Allerton), September 2011, Monticello, IL. |
[C22] | A. Tajer and H. V. Poor, "Adaptive Sampling for Sparse Recovery", in Proc. Workshop on Information Theoretic Methods in Science and Engineering, August 2011, Helsinki, Finland. |
[C21] | A. Tajer, H. V. Poor, and X. Wang, "Partial Group Decoding for Interference Channels", in Proc. IEEE International Symposium on Information Theory (ISIT), August 2011, Saint Petersburg, Russia. |
[C20] | A. Tajer, X. Wang, and H. V. Poor "Coordination Limits in MIMO Networks", in Proc. IEEE International Symposium on Information Theory (ISIT), August 2011, Saint Petersburg, Russia. |
[C19] | A. Tajer and X.Wang, "(n;K)-user Interference Channels: Degrees of Freedom", in Proc. IEEE International Symposium on Information Theory (ISIT), August 2011, Saint Petersburg, Russia. |
[C18] | A. Tajer and H. V. Poor "Quick Search via Adaptive Sampling", in Proc. in Proc. International Workshop on Sequential Methodologies, Stanford University, June 2011, Palo Alto, CA. |
[J7] | 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. |
[J6] | 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. |
[J5] | A. Tajer and X. Wang, Multiuser Diversity Gain in Cognitive Networks, IEEE/ACM Transactions on Networking, 18 (6), pp. 1766-1779, December 2010. |
[C17] | A. Tajer, N. Prasad, and X.Wang, "Fair Rate Adaptation in Multiuser Interference Channels", in Proc. IEEE International Symposium on Information Theory (ISIT), June 2010, Austin, TX. |
[C16] | A. Tajer, N. Prasad, and X. Wang, "Robust Beamforming for Multi-cell Downlink Transmission", in Proc. IEEE International Symposium on Information Theory (ISIT), June 2010, Austin, TX. |
[C15] | A. Tajer, N. Prasad, and X. Wang "Robust Transceiver Design for the Multi-user Interference Channel", in Proc. IEEE International Conference on Communications (ICC), May 2010, Cape Town, South Africa. |
[J4] | 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. |
[C14] | A. Tajer, R. Castro, and X. Wang, "Adaptive Spectrum Sensing for Agile Cognitive Radios", In Proc. IEEE International Conference on Acoustics, Speech (ICASSP), and Signal Processing, March 2010, Dallas, TX. |
[C13] | A. Tajer, R. Castro, and X. Wang, "Agile Spectrum Sensing for Cognitive Radios", In Proc. Information Theory and Applications (ITA), February 2010, San Diego, CA. |
[J3] | 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. |
[J2] | 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. |
[J1] | 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. |
[C12] | A. Tajer, G. H. Jajamovich, X. Wang, and G. V. Moustakides, "Finite-sample Optimal Joint Target Detection and Parameter Estimation by MIMO Radars", In Proc. Asilomar Conference on Signals, Systems, and Computers (Asilomar), November 2009, Pacific Grove, CA. |
[C11] | A. Tajer, G. H. Jajamovich, X. Wang, and G. V. Moustakides, "Optimal Point Target Detection with Unknown Parameters by MIMO Radars", In Proc. IEEE Military Communication Conference (MILCOM), October 2009, Boston, MA. |
[C10] | A. Tajer, N. Prasad, and X. Wang. Distributed Beamforming and Rate Allocation in Multi Antenna Cognitive Radio Networks. In. Proc. IEEE International Conference on Communications (ICC), June 2009, Dresden, Germany. |
[C9] | A. Tajer and X. Wang, "Beacon-Assisted Spectrum Access with Cooperative Cognitive Transmitter and Receiver", In Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing, March 2009, Taiwan. |
[C8] | A. Tajer and X. Wang, "Multiuser Diversity Gain in Cognitive Networks with Distributed Spectrum Access", In Proc. IEEE Conference on Information Sciences and Systems, March 2009, Baltimore, MD. |
[C7] | A. Tajer, N. Prasad, and X.Wang, "Distributed Rate Allocation in MISO Cognitive Networks", in Proc. Information Theory and Applications, February 2009, San Diego, CA. |
[C6] | A. Tajer and X. Wang "Opportunistic Multi-Antenna Downlink Transmission with Finite-Rate Feedback", In Proc. Allerton Conference on Communication, Control, and Computing (Allerton), September 2008, Monticello, IL. |
[C5] | A. Tajer and A. Nosratinia "Diversity Order of MMSE Single-Carrier Frequency Domain Linear Equalization", In Proc. IEEE Global Communications Conference (Globecom), November 2007, Washington D.C. |
[C4] | A. Tajer and A. Nosratinia, "Opportunistic Cooperation via Partner Selection with Minimal Information Exchange", in Proc. IEEE International Symposium on Information Theory (ISIT), June 2007, Nice, France. |
[C3] | A. Tajer, A. Nosratinia, and N. Al-Dhahir "MMSE Infinite Length Symbol-by-Symbol Linear Equalization Achieves Full Diversity", in Proc. IEEE International Symposium on Information Theory (ISIT), June 2007, Nice, France. |
[C2] | A. Tajer and A. Nosratinia, "A Broadcasting Relay for Orthogonal Multiuser Channels," In Proc. IEEE Global Communications Conference (Globecom), November 2006, San Francisco, CA. |
[C1] | A. Tajer and B. H. Khalaj, "Performance Enhancement of Cellular OFDM Based Wireless LANs by Exploiting Spatial Diversity Techniques", in Proc. International Conference of Signal Processing (GlobalSIP), December 2004, Ankara, Turkey. |