[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, 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, Netherlands, August 2022

[C89]

A. Mukherjee and A. Tajer. SPRT-Based Best Arm Identification in Stochastic Bandits. InProc. IEEE International Symposium on Information Theory, 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, 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, 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, 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, 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, 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, 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, Toronto, Canada, June 2021