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.

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.

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.

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

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

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

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

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.

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

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

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

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

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

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

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

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