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2020 – today
- 2023
[j52]Saurabh Sihag
, Ali Tajer:
Estimating Structurally Similar Graphical Models. IEEE Trans. Inf. Theory 69(2): 1093-1124 (2023)- [i27]Arpan Mukherjee, Ali Tajer:
Best Arm Identification in Stochastic Bandits: Beyond β-optimality. CoRR abs/2301.03785 (2023) - [i26]Burak Varici, Emre Acarturk, Karthikeyan Shanmugam, Abhishek Kumar, Ali Tajer:
Score-based Causal Representation Learning with Interventions. CoRR abs/2301.08230 (2023) - [i25]Anmol Dwivedi, Ali Tajer:
GRNN-based Real-time Fault Chain Prediction. CoRR abs/2303.08864 (2023) - 2022
- [j51]Anmol Dwivedi, Sihui Wang, Ali Tajer:
Discriminant Analysis under f-Divergence Measures. Entropy 24(2): 188 (2022) - [j50]Maha Zohdy, Ali Tajer, Shlomo Shamai (Shitz):
Broadcast Approach to Uplink NOMA: Queuing Delay Analysis. Entropy 24(12): 1757 (2022) - [j49]Ali Tajer, Javad Heydari, H. Vincent Poor:
Active Sampling for the Quickest Detection of Markov Networks. IEEE Trans. Inf. Theory 68(4): 2479-2508 (2022) - [j48]Saurabh Sihag, Ali Tajer, Urbashi Mitra:
Adaptive Graph-Constrained Group Testing. IEEE Trans. Signal Process. 70: 381-396 (2022) - [j47]Arpan Mukherjee, Ali Tajer, Pin-Yu Chen, Payel Das:
Active Sampling of Multiple Sources for Sequential Estimation. IEEE Trans. Signal Process. 70: 4571-4585 (2022) - [c79]Zirui Yan, Quan Xiao, Tianyi Chen, Ali Tajer:
Federated Multi-Armed Bandit Via Uncoordinated Exploration. ICASSP 2022: 5248-5252 - [c78]Arpan Mukherjee, Ali Tajer:
SPRT-based Best Arm Identification in Stochastic Bandits. ISIT 2022: 1897-1902 - [c77]Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, Ali Tajer:
Intervention target estimation in the presence of latent variables. UAI 2022: 2013-2023 - [i24]Arpan Mukherjee, Ali Tajer:
SPRT-based Efficient Best Arm Identification in Stochastic Bandits. CoRR abs/2207.11158 (2022) - [i23]Arpan Mukherjee, Ali Tajer, Pin-Yu Chen, Payel Das:
Active Sampling of Multiple Sources for Sequential Estimation. CoRR abs/2208.05406 (2022) - [i22]Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, Ali Tajer:
Causal Bandits for Linear Structural Equation Models. CoRR abs/2208.12764 (2022) - [i21]Jiajin Zhang, Hanqing Chao, Amit Dhurandhar, Pin-Yu Chen, Ali Tajer, Yangyang Xu, Pingkun Yan:
When Neural Networks Fail to Generalize? A Model Sensitivity Perspective. CoRR abs/2212.00850 (2022) - 2021
- [j46]Ali Tajer, Avi Steiner, Shlomo Shamai (Shitz):
The Broadcast Approach in Communication Networks. Entropy 23(1): 120 (2021) - [j45]Maha Zohdy, Ali Tajer, Shlomo Shamai:
Distributed Interference Management: A Broadcast Approach. IEEE Trans. Commun. 69(1): 149-163 (2021) - [c76]Burak Varici, Saurabh Sihag, Ali Tajer:
Learning Shared Subgraphs in Ising Model Pairs. AISTATS 2021: 3952-3960 - [c75]Arpan Mukherjee, Ali Tajer, Pin-Yu Chen, Payel Das:
Active Estimation From Multimodal Data. ICASSP 2021: 5180-5184 - [c74]Saurabh Sihag, Ali Tajer, Urbashi Mitra:
Two-Stage Graph-Constrained Group Testing: Theory and Application. ICASSP 2021: 5494-5498 - [c73]Anamitra Chaudhuri, Georgios Fellouris, Ali Tajer:
Sequential Change Detection of a Correlation Structure under a Sampling Constraint. ISIT 2021: 605-610 - [c72]Anmol Dwivedi, Sihui Wang, Ali Tajer:
Linear Discriminant Analysis under $f$-divergence Measures. ISIT 2021: 2513-2518 - [c71]Arpan Mukherjee, Ali Tajer, Pin-Yu Chen, Payel Das:
Active Binary Classification of Random Fields. ISIT 2021: 3326-3331 - [c70]Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, Ali Tajer:
Scalable Intervention Target Estimation in Linear Models. NeurIPS 2021: 1494-1505 - [c69]Arpan Mukherjee, Ali Tajer, Pin-Yu Chen, Payel Das:
Best Arm Identification in Contaminated Stochastic Bandits. NeurIPS 2021: 9651-9662 - [i20]Ali Tajer, Avi Steiner, Shlomo Shamai:
The Broadcast Approach in Communication Networks. CoRR abs/2101.07173 (2021) - [i19]Derya Malak, Ali Tajer:
Distributed Computation over MAC via Kolmogorov-Arnold Representation. CoRR abs/2105.07725 (2021) - [i18]Arpan Mukherjee, Ali Tajer, Pin-Yu Chen, Payel Das:
Mean-based Best Arm Identification in Stochastic Bandits under Reward Contamination. CoRR abs/2111.07458 (2021) - [i17]Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, Ali Tajer:
Scalable Intervention Target Estimation in Linear Models. CoRR abs/2111.07512 (2021) - 2020
- [j44]Saurabh Sihag, Ali Tajer:
Secure Estimation Under Causative Attacks. IEEE Trans. Inf. Theory 66(8): 5145-5166 (2020) - [c68]Saurabh Sihag, Ali Tajer:
Approximate Recovery Of Ising Models with Side Information. ISIT 2020: 1319-1324 - [c67]Maha Zohdy, Ali Tajer, Shlomo Shamai Shitz:
Interference Management without CSIT: A Broadcast Approach. ISIT 2020: 1528-1533 - [c66]Guangtao Zheng, Ali Tajer:
Learning the Wireless Interference Graph via Local Probes. SPAWC 2020: 1-5
2010 – 2019
- 2019
- [j43]Saurabh Sihag, Ali Tajer:
Optimal Network Parameter Estimation: Single-Shot Exchange of Local Decisions. IEEE Signal Process. Lett. 26(9): 1280-1284 (2019) - [j42]Maha Zohdy, Ali Tajer:
Broadcast Approach for the Single-User Energy Harvesting Channel. IEEE Trans. Commun. 67(5): 3192-3204 (2019) - [j41]Maha Zohdy, Ali Tajer, Shlomo Shamai Shitz:
Broadcast Approach to Multiple Access With Local CSIT. IEEE Trans. Commun. 67(11): 7483-7498 (2019) - [j40]Ali Tajer:
False Data Injection Attacks in Electricity Markets by Limited Adversaries: Stochastic Robustness. IEEE Trans. Smart Grid 10(1): 128-138 (2019) - [j39]Javad Heydari, Ali Tajer:
Quickest Search and Learning Over Correlated Sequences: Theory and Application. IEEE Trans. Signal Process. 67(3): 638-651 (2019) - [j38]Trevor Allen, Ali Tajer, Naofal Al-Dhahir:
Secure Alamouti Multiple Access Channel Transmissions: Multiuser Transmission and Multi-Antenna Eavesdroppers. IEEE Wirel. Commun. Lett. 8(5): 1510-1513 (2019) - [c65]Saurabh Sihag, Ali Tajer:
Sample Complexity of Joint Structure Learning. ICASSP 2019: 5292-5296 - [c64]Saurabh Sihag, Ali Tajer:
Structure Learning of Similar Ising Models: Information-theoretic Bounds. ISIT 2019: 1307-1311 - [c63]Javad Heydari, Ali Tajer:
Quickest Search for a Change Point. ISIT 2019: 2194-2198 - [c62]Saurabh Sihag, Ali Tajer:
Secure Estimation under Causative Attacks. ISIT 2019: 2344-2348 - [c61]Saurabh Sihag, Ali Tajer:
Structure Learning with Side Information: Sample Complexity. NeurIPS 2019: 14357-14367 - [c60]Nizar Khalfet, Samir M. Perlaza, Ali Tajer, H. Vincent Poor:
On Ultra-Reliable and Low Latency Simultaneous Information and Energy Transmission Systems. SPAWC 2019: 1-5 - 2018
- [j37]Saurabh Sihag, Ali Tajer:
Power System State Estimation Under Model Uncertainty. IEEE J. Sel. Top. Signal Process. 12(4): 593-606 (2018) - [j36]Samia Kazemi, Ali Tajer:
Multiaccess Communication via a Broadcast Approach Adapted to the Multiuser Channel. IEEE Trans. Commun. 66(8): 3341-3353 (2018) - [j35]Ali Tajer, Maha Zohdy, Khawla Alnajjar:
Resource Allocation Under Sequential Resource Access. IEEE Trans. Commun. 66(11): 5608-5620 (2018) - [j34]Javad Heydari, Ali Tajer:
Quickest Localization of Anomalies in Power Grids: A Stochastic Graphical Framework. IEEE Trans. Smart Grid 9(5): 4679-4688 (2018) - [j33]Mateo R. Mengis, Ali Tajer:
Data Injection Attacks on Electricity Markets by Limited Adversaries: Worst-Case Robustness. IEEE Trans. Smart Grid 9(6): 5710-5720 (2018) - [c59]Ali Tajer, Maha Zohdy:
Resource Allocation under Sequential Resource Access: Theory and Application. Allerton 2018: 767-773 - [c58]Saurabh Sihag, Javad Heydari, Ali Tajer:
Sequential estimation of distributed parameters in networks. CISS 2018: 1-5 - [c57]Saurabh Sihag, Ali Tajer:
Non-Linear State Estimation in Power Systems Under Model Uncertainty. GlobalSIP 2018: 897-901 - [c56]Maha Zohdy, Samia Kazemi, Ali Tajer:
A Broadcast Approach to Multiple Access with Partial CSIT. GLOBECOM 2018: 1-6 - [c55]Maha Zohdy, Ali Tajer:
A Broadcast Approach to the Single-User Energy Harvesting Channel. GLOBECOM Workshops 2018: 1-6 - [c54]Saurabh Sihag, Ali Tajer:
Distributed Estimation Under Network Model Uncertainty. ICASSP 2018: 3569-3573 - [c53]Saurabh Sihag, Ali Tajer:
Scalable Network Parameter Estimation in the Presence of Anomalies. ICASSP 2018: 6922-6926 - [c52]Javad Heydari, Ali Tajer:
Controlled Sensing for Multi-Hypothesis Testing with Co-Dependent Actions. ISIT 2018: 2321-2325 - [c51]Samir Medina Perlaza, Ali Tajer, H. Vincent Poor:
Simultaneous Information and Energy Transmission: A Finite Block-Length Analysis. SPAWC 2018: 1-5 - [i16]Javad Heydari, Ali Tajer:
Quickest Search for a Change Point. CoRR abs/1804.09657 (2018) - [i15]Saurabh Sihag, Ali Tajer:
Secure Estimation under Causative Attacks. CoRR abs/1812.10569 (2018) - 2017
- [j32]Hana Godrich, Arye Nehorai, Ali Tajer, Maria Sabrina Greco, Changshui Zhang:
Special Article Series on Signal Processing Education via Hands-On and Design Projects [From the Guest Editors]. IEEE Signal Process. Mag. 34(1): 13-15 (2017) - [j31]Islam Safak Bayram, Mohamed M. Abdallah, Ali Tajer, Khalid A. Qaraqe:
A Stochastic Sizing Approach for Sharing-Based Energy Storage Applications. IEEE Trans. Smart Grid 8(3): 1075-1084 (2017) - [j30]Ali Tajer:
Load Forecasting via Diversified State Prediction in Multi-Area Power Networks. IEEE Trans. Smart Grid 8(6): 2675-2684 (2017) - [j29]Javad Heydari, Ali Tajer:
Quickest Search for Local Structures in Random Graphs. IEEE Trans. Signal Inf. Process. over Networks 3(3): 526-538 (2017) - [j28]Trevor Allen, Ali Tajer, Naofal Al-Dhahir:
Secure Alamouti MAC Transmissions. IEEE Trans. Wirel. Commun. 16(6): 3674-3687 (2017) - [c50]Saurabh Sihag, Ali Tajer:
Secure parameter estimation: Fundamental tradeoffs. GlobalSIP 2017: 482-486 - [c49]Javad Heydari, Zeyu Sun, Ali Tajer:
Quickest line outage localization under unknown model. GlobalSIP 2017: 1065-1069 - [c48]Ali Tajer:
Data injection attacks in electricity markets: Stochastic robustness. GlobalSIP 2017: 1095-1099 - [c47]Javad Heydari, Ali Tajer:
Quickest change detection in structured data with incomplete information. ICASSP 2017: 6434-6438 - [c46]Samia Kazemi, Ali Tajer:
A broadcast approach to multiple access adapted to the multiuser channel. ISIT 2017: 883-887 - [c45]Javad Heydari, Ali Tajer:
Quickest search and learning over multiple sequences. ISIT 2017: 1371-1375 - [i14]Javad Heydari, Ali Tajer:
Quickest Localization of Anomalies in Power Grids: A Stochastic Graphical Framework. CoRR abs/1702.01576 (2017) - [i13]Javad Heydari, Ali Tajer, H. Vincent Poor:
Quickest Detection of Markov Networks. CoRR abs/1711.04268 (2017) - [i12]Samia Kazemi, Ali Tajer:
Multiaccess Communication via a Broadcast Approach Adapted to the Multiuser Channel. CoRR abs/1712.08720 (2017) - 2016
- [j27]Mehdi Ashraphijuo, Ali Tajer, Chen Gong, Xiaodong Wang:
A Receiver-centric Approach to Interference Management: Fairness and Outage Optimization. IEEE Trans. Inf. Theory 62(10): 5619-5642 (2016) - [j26]Javad Heydari, Ali Tajer, H. Vincent Poor:
Quickest Linear Search over Correlated Sequences. IEEE Trans. Inf. Theory 62(10): 5786-5808 (2016) - [j25]Ali Tajer, Ian Dobson, Soummya Kar, Javad Lavaei, Le Xie:
Guest Editorial The Theory of Complex Systems With Applications to Smart Grid Operations. IEEE Trans. Smart Grid 7(4): 1949-1950 (2016) - [c44]Mengheng Xue, Ali Tajer:
Robust false data injection attacks in electricity markets by limited adversaries. ACSSC 2016: 1370-1374 - [c43]Javad Heydari, Ali Tajer:
Quickest search for local structures in line networks. Allerton 2016: 121-127 - [c42]Trevor Allen, Ali Tajer, Naofal Al-Dhahir:
Reduced-Feedback AN-Aided Secure Alamouti MAC Transmissions. GLOBECOM 2016: 1-7 - [c41]Javad Heydari, Ali Tajer, H. Vincent Poor:
Quickest search over correlated sequences with model uncertainty. ICASSP 2016: 4284-4287 - [c40]Javad Heydari, Ali Tajer, H. Vincent Poor:
Quickest detection of Markov networks. ISIT 2016: 1341-1345 - [c39]Javad Heydari, Ali Tajer:
A graphical approach to quickest outage localization in power grids. SSP 2016: 1-5 - 2015
- [j24]Xueqi Cheng, Jinhong Yuan, Ali Tajer, Aiqun Hu, Wanlei Zhou:
Special issue on recent advances in network and information security - security and communication networks journal. Secur. Commun. Networks 8(1): 1 (2015) - [j23]Ali Tajer, Javad Heydari:
Quickest Wideband Spectrum Sensing Over Correlated Channels. IEEE Trans. Commun. 63(9): 3082-3091 (2015) - [j22]Islam Safak Bayram, Ali Tajer, Mohamed M. Abdallah, Khalid A. Qaraqe:
Capacity Planning Frameworks for Electric Vehicle Charging Stations With Multiclass Customers. IEEE Trans. Smart Grid 6(4): 1934-1943 (2015) - [c38]Javad Heydari, Ali Tajer, H. Vincent Poor:
Quickest detection of Gauss-Markov random fields. Allerton 2015: 808-814 - [c37]Islam Safak Bayram, Mohamed M. Abdallah, Ali Tajer, Khalid A. Qaraqe:
Energy storage sizing for peak hour utility applications. ICC 2015: 770-775 - [c36]Ali Tajer, Javad Heydari:
Quickest spectrum sensing over correlated channels. ICC 2015: 7509-7514 - [c35]Javad Heydari, Ali Tajer:
Quickest linear search over correlated sequences. ISIT 2015: 765-769 - [c34]Hamideh Zebardast, Ali Tajer, Behrouz Maham, Mohsen Rezaee:
Relay X channels without channel state information at the transmit sides: Degrees of freedom. WCNC 2015: 493-497 - 2014
- [j21]Ali Tajer, Venugopal V. Veeravalli, H. Vincent Poor:
Outlying Sequence Detection in Large Data Sets: A data-driven approach. IEEE Signal Process. Mag. 31(5): 44-56 (2014) - [j20]WeiQiang Xu, Ali Tajer, Xiaodong Wang, Saleh Alshomrani:
Power Allocation in MISO Interference Channels with Stochastic CSIT. IEEE Trans. Wirel. Commun. 13(3): 1716-1727 (2014) - [c33]Javad Heydari, Ali Tajer:
Quickest sequential search over correlated sequences. ACSSC 2014: 286-290 - [c32]Ali Tajer:
Diversified parameter estimation in complex networks. GlobalSIP 2014: 905-908 - [c31]Ali Tajer:
Energy grid state estimation under random and structured bad data. SAM 2014: 65-68 - [c30]Saeid Balaneshin, Ali Tajer, H. Vincent Poor:
Finite-horizon quickest search in correlated high-dimensional data. ISCCSP 2014: 222-225 - 2013
- [j19]Ali Tajer, H. Vincent Poor:
Quick Search for Rare Events. IEEE Trans. Inf. Theory 59(7): 4462-4481 (2013) - [j18]Chen Gong, Xiaodong Wang, WeiQiang Xu, Ali Tajer:
Distributed Real-Time Energy Scheduling in Smart Grid: Stochastic Model and Fast Optimization. IEEE Trans. Smart Grid 4(3): 1476-1489 (2013) - [c29]Ali Tajer, H. Vincent Poor:
Quick search for rare events through adaptive group sampling. ACSSC 2013: 757-761 - [c28]Ali Tajer, H. Vincent Poor:
Adaptive block sampling for spectrum sensing. CAMSAP 2013: 372-375 - [c27]Ali Tajer, H. Vincent Poor:
Quick search for rare spectrum opportunities. EUSIPCO 2013: 1-5 - [c26]Khalid Kalbat, Ali Tajer:
Learning-based distributed load forecasting in energy grids. GlobalSIP 2013: 535-538 - [c25]Ali Tajer, H. Vincent Poor:
Quick Spectrum Access via Block Sampling. VTC Fall 2013: 1-5 - 2012
- [j17]Chen Gong, Omar Abu-Ella, Xiaodong Wang, Ali Tajer:
Constrained Group Decoder for Interference Channels. J. Commun. 7(5): 382-390 (2012) - [j16]Chen Gong, Ali Tajer, Xiaodong Wang:
Group Decoding for Multi-Relay Assisted Interference Channels. IEEE J. Sel. Areas Commun. 30(8): 1489-1499 (2012) - [j15]Shuguang Cui, Zhu Han, Soummya Kar, Tùng T. Kim, H. Vincent Poor, Ali Tajer:
Coordinated Data-Injection Attack and Detection in the Smart Grid: A Detailed Look at Enriching Detection Solutions. IEEE Signal Process. Mag. 29(5): 106-115 (2012) - [j14]Zhe Wang, Ali Tajer, Xiaodong Wang:
Communication of Energy Harvesting Tags. IEEE Trans. Commun. 60(4): 1159-1166 (2012) - [j13]George V. Moustakides, Guido H. Jajamovich, Ali Tajer, Xiaodong Wang:
Joint Detection and Estimation: Optimum Tests and Applications. IEEE Trans. Inf. Theory 58(7): 4215-4229 (2012) - [j12]Ali Tajer, Xiaodong Wang:
(n, K)-User Interference Channels: Degrees of Freedom. IEEE Trans. Inf. Theory 58(8): 5338-5353 (2012) - [j11]Ali Tajer, Rui M. Castro, Xiaodong Wang:
Adaptive Sensing of Congested Spectrum Bands. IEEE Trans. Inf. Theory 58(9): 6110-6125 (2012) - [j10]Guido H. Jajamovich, Ali Tajer, Xiaodong Wang:
Minimax-Optimal Hypothesis Testing With Estimation-Dependent Costs. IEEE Trans. Signal Process. 60(12): 6151-6165 (2012) - [c24]Narayan Prasad, Ali Tajer, Xiaodong Wang:
Design of coordinated multi-point (CoMP) transmission and reception schemes for the fourth generation cellular downlink. ACSCC 2012: 569-573 - [c23]Ali Tajer:
Session TA8b2: MIMO communications and signal processing II. ACSCC 2012: 1125-1126 - [c22]Ali Tajer, H. Vincent Poor:
Cost of proportional fairness in multiuser networks. Allerton Conference 2012: 252-257 - [c21]Ali Tajer, H. Vincent Poor:
Hypothesis testing for partial sparse recovery. Allerton Conference 2012: 901-908 - [c20]Chen Gong, Ali Tajer, Xiaodong Wang:
Group decoding for interference channels. ICNC 2012: 569-572 - [c19]Hana Godrich, Ali Tajer, H. Vincent Poor:
Distributed target tracking in multiple widely separated radar architectures. SAM 2012: 153-156 - [c18]Christopher S. Leberknight, Ali Tajer, Mung Chiang, H. Vincent Poor:
Identifying online communities of interest using side information. SSP 2012: 137-140 - [i11]