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

A. Mukherjee and A. Tajer. Efficient Best Arm Identification in Stochastic Bandits: Beyond β−optimality. IEEE Transactions on Information Theory (to appear)

A. Dwivedi, S. Paternain, A. Tajer. Blackout Mitigation via Physics-guided RL. IEEE Transactions on Power Systems (to appear)

A. Chaudhuri, G. Fellouris, and A. Tajer. Round Robin Active Sequential Change Detection for Dependent Multi-Channel Data. IEEE Transactions on Information Theory, 70(12):9327– 9351, December 2024.

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, 70(10):7349–7384, October 2024.

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.