Books, Notes, or Book Chapters

1. V. V. Veeravalli and T. Banerjee, "Quickest change detection," Academic Press Library in Signal Processing: Volume 3 - Array and Statistical Signal Processing, pp. 209 - 255, 2014. 

Preprints/In Preparation

1. S.  Moushegian, S. Wu, E. Diao, J. Ding, T. Banerjee, and V. Tarokh, "Robust Score-Based Quickest Change Detection", Submitted to IEEE Transactions on Information Theory, June 2024. https://arxiv.org/abs/2407.11094 

2. E. Diao, T. Banerjee, and V. Tarokh, "Large Deviation Analysis of Score-based Hypothesis Testing", Submitted to a journal, March 2024. https://arxiv.org/abs/2401.15519 

3. Y. Oleyaeimotlagh, T. Banerjee, and E. John, "Sequential hypothesis testing for energy-efficient arrhythmia detection in electrocardiogram data," Presented at Informs Annual Meeting, Phoenix, AZ, Oct 2023. In preparation for a journal. 

Journal Publications

1. T. Banerjee and V. Tarokh, "Bayesian Quickest Change Detection for Unnormalized and Score-Based Models,"  Accepted in Sequential Analysis, June 2024.  

2. Y. Hou, Y. Oleyaeimotlagh, R. Mishra, H. Bidkhori, and T. Banerjee, "Robust Quickest Change Detection in Non-Stationary Processes," Accepted in Sequential Analysis, May 2024. 

3. S. Wu, E. Diao, T. Banerjee, J. Ding, and V. Tarokh, "Quickest Change Detection for Unnormalized Statistical Models", IEEE Transactions on Information Theory, 70 (2),  February 2024. 

4. T. Banerjee, P. Gurram and G. Whipps, "Minimax asymptotically optimal quickest change detection for statistically periodic data," Signal Processing (Elsevier), Volume 215, February 2024, 109290.

5. T. Brucks, T. Banerjee, and R. Mishra, "Modeling and Quickest Detection of a Rapidly Approaching Object", Sequential Analysis, 42(4), December 2023. 

6. Y. Oleyaeimotlagh, T. Banerjee, A. Taha, and E. John, "Quickest change detection in statistically periodic processes with unknown post-change distribution", Sequential Analysis, 42(4), December 2023. 

7. S. Nugroho, S. Vishnoi, A. Taha, C. Claudel, and T. Banerjee, "Where should traffic sensors be placed on highways?" IEEE Transactions on Intelligent Transportation Systems, 23(8), August 2022.

8. T. Banerjee, P. Gurram and G. Whipps, "A Bayesian theory of change detection in statistically periodic random processes," IEEE Transactions on Information Theory,  67(4), April 2021.

9. M. Angjelichinoski, J. Choi, T. Banerjee, B. Pesaran, and V. Tarokh, "Cross-subject decoding of eye movement goals from local field potentials", Journal of Neural Engineering, 17(1), February 2020. 

10. M. Angjelichinoski, T. Banerjee, J. Choi, B. Pesaran, and V. Tarokh, "Minimax-optimal decoding of movement goals from local field potentials using complex spectral features", Journal of Neural Engineering, 16(4), May 2019. 

11. T. Banerjee, H. Firouzi and A. O. Hero III, "Quickest detection for changes in maximal kNN coherence of random matrices," IEEE Transactions on Signal Processing, 66(17): 4490 - 4503, September 2018. 

12. T. Banerjee and G. Moustakides, "Minimax optimality of Shiryaev-Roberts procedure for quickest drift change detection of a Brownian motion," Sequential Analysis, 36(3): 355 - 369, September, 2017.

13. Y. C. Chen, T. Banerjee, A. D. Dominguez-Garcia, and V. V. Veeravalli, "Quickest line outage detection and identification," IEEE Transactions on Power Systems, 31(1): 749 - 758, January, 2016.

14. T. Banerjee and V. V. Veeravalli, "Data-efficient minimax quickest change detection with composite post-change distribution," IEEE Transactions on Information Theory, 61(9): 5172 - 5184, September, 2015.

15. T. Banerjee and V. V Veeravalli, "Data-efficient quickest change detection in sensor networks," IEEE Transactions on Signal Processing, 63(14): 3727 - 3735, July, 2015.

16. T. Banerjee and V. V Veeravalli, "Data-efficient minimax quickest change detection in a decentralized system," Sequential Analysis, 34(2): 148-170, May, 2015. Winner of the Abraham Wald Prize in Sequential Analysis 2016

17. T. Banerjee and V. V. Veeravalli, "Data-efficient quickest change detection," Sri Lankan Journal of Applied Statistics, Special Issue: Modern Statistical Methodologies in the Cutting Edge of Science, with Guest Editor Professor Nitis Mukhopadhyay, pp. 183-208, 2014. (Invited)

18. T. Banerjee and V. V. Veeravalli, "Data-efficient quickest change detection in minimax settings," IEEE Transactions on Information Theory, 59(10): 6917 - 6931, October, 2013.

19. T. Banerjee and V. V. Veeravalli, "Data-efficient quickest change detection with on-off observation control," Sequential Analysis, 31(1): 40-77, February, 2012.

20. T. Banerjee, V. Sharma, V. Kavitha and A. K. Jayaprakasam, "Generalized analysis of a distributed energy-efficient algorithm for change detection," IEEE Transactions on Wireless Communications, 10(1): 91 -101, January 2011.

21. SmartDetect Project Team. "Wireless sensor networks for human intruder detection." Journal of the Indian Institute of Science 90:3: 347-380, 2010. 

22. T. Banerjee, V. Sharma, "Generalized analysis of a distributed energy-efficient algorithm for change detection," Bulletin of Kerala Mathematics Association, Special issue in honor of Prof. Varadhan, Vol 10, October 2009, pp. 151-170.

Conference Publications

1. T. Banerjee and V. Tarokh, "Score-based Bayesian Quickest Change Detection, "59th Annual Allerton Conference on Communication, Control, and Computing, Monticello, IL, September 2023. 

2. W. Chen, T. Banerjee, J. George, C. Busart, "Reinforcement Learning with an Abrupt Model Change", In Proc. of INFORMS Winter Simulation Conference (WSC), San Antonio, TX, December 2023. 

3. S. Wu, E. Diao, T. Banerjee, J. Ding, and V. Tarokh, "Robust Quickest Change Detection for Unnormalized Models", In Proc. of 39th Conference on Uncertainty in Artificial Intelligence (UAI), Pittsburgh, PA, August 2023. 

4. S. Wu, E. Diao, T. Banerjee, J. Ding, and V. Tarokh, "Score-based Change Point Detection for Unnormalized Models", In Proc. of The 26th International Conference on Artificial Intelligence and Statistics (AISTATS), Palau de Congressos, Valencia, Spain, April 2023. 

5. T. Brucks, T. Banerjee, and R. Mishra, "Quickest detection of a threat to an impending disaster", 58th Annual Allerton Conference on Communication, Control, and Computing, Monticello, IL, September 2022. 

6. W. Chen, T. Banerjee, and E. John, "A Meta-Transfer Learning Approach to ECG Arrhythmia Detection", 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'22), Glasgow, United Kingdom, July 2022.

7. T. Banerjee, A. Taha, and E. John, "Robust Quickest Change Detection in Statistically Periodic Processes," In Proc. of IEEE International Symposium on Information Theory (ISIT), Melbourne, Victoria, Australia, July 2021.

8. T. Banerjee, S. Padhy, A. Taha and E. John, "Quickest Joint Detection and Classification of Faults In Statistically Periodic Processes, In Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toronto, Canada, June 2021. 

9. T. Banerjee, P. Gurram and G. Whipps, "Multislot and multistream quickest change detection in statistically periodic processes," In Proc. of IEEE International Symposium on Information Theory (ISIT), Los Angeles, CA, June 2020.

10. S. C. Vishnoi, S. A. Nugroho, A. F. Taha, C. Claudel, and T. Banerjee, ``Asymmetric Cell Transmission Model-Based, Ramp-Connected Robust Traffic Density Estimation under Bounded Disturbances'', In Proc. American Control Conference (ACC), Denver, CO, July, 2020.

11. T. Banerjee, E. Adib, A. Taha and E. John, "Sequential methods for detecting a change in the distribution of an episodic process," In Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, May 2020. 

12. T. Banerjee, P. Gurram and G. Whipps, "A Sequential Detection Theory for Statistically Periodic Random Processes," In Proc. of 57th Annual Allerton Conference on Communication, Control, and Computing, Monticello, IL, September 2019.  Invited. 

13. T. Banerjee, P. Gurram and G. Whipps, "Bayesian Quickest Detection of Changes in Statistically Periodic Processes," In Proc. of IEEE International Symposium on Information Theory (ISIT), Paris, France, July 2019.

14. T. Banerjee, P. Gurram and G. Whipps, "Quickest Detection Of Deviations From Periodic Statistical Behavior," In Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, UK, May 2019. 

15. T. Banerjee, S. Allsop, K. M. Tye, D. Ba and V. Tarokh, "Sequential Detection of Regime Changes in Neural Data, " In Proc. of 9th International IEEE EMBS Conference on Neural Engineering (NER), San Francisco, CA, March 2019.  

16. T. Banerjee, G. Whipps, P. Gurram, and V. Tarokh, "Cyclostationary Statistical Models and Algorithms for Anomaly Detection Using Multi-Modal Data," In Proc. of IEEE Global Conference on Signal and Information Processing (GlobalSIP), Anaheim, CA, November 2018. 

17. T. Banerjee, G. Whipps, P. Gurram, and V. Tarokh, "Sequential event detection using multimodal data in nonstationary environments," In Proc. of International Conference on Information Fusion (FUSION), Cambridge, UK, July, 2018. 

18. T. Banerjee, J. Choi, B. Pesaran, D. Ba, and V. Tarokh, "Classification of local field potentials using Gaussian sequence model," In Proc. of IEEE Statistical Signal Processing Workshop (SSP), Freiburg, Germany, June, 2018. 

19. T. Banerjee, J. Choi, B. Pesaran, D. Ba, and V. Tarokh, "Wavelet shrinkage and thresholding based robust classification for brain-computer interface," In Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Alberta, Canada, April, 2018. 

20. T. Banerjee, Miao Liu and Jonathan P. How, "Quickest Change Detection Approach to Optimal Control in Markov Decision Processes with Model Changes," In Proc. American Control Conference (ACC), Seattle, WA, May, 2017. 

21. T. Banerjee and A. O. Hero III, "Quickest hub discovery in correlation graphs," Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, November, 2016. (Invited) 

22. T. Banerjee, H. Firouzi and A. O. Hero III, "Non-parametric quickest change detection for large scale random matrices," In Proc. of IEEE International Symposium on Information Theory (ISIT), Hong Kong, June, 2015.

23. T. Banerjee and V. V. Veeravalli, "Data-efficient quickest change detection with unknown post-change distribution," In Proc. of IEEE International Symposium on Information Theory (ISIT), Honolulu, HI, July, 2014.

24. T. Banerjee, Y. C. Chen, A. D. Dominguez-Garcia and V. V. Veeravalli, "Power system line outage detection and identification - a quickest change detection approach," In Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Florence, Italy, May, 2014.

25. T. Banerjee, V. V. Veeravalli and A. Tartakovsky, "Decentralized data-efficient quickest change detection," In Proc. of IEEE International Symposium on Information Theory (ISIT), Istanbul, Turkey, July, 2013.

26. T. Banerjee and V. V. Veeravalli, "Data-efficient quickest change detection in distributed and multi-channel systems," In Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vancouver, Canada, May, 2013.

27. T. Banerjee and V. V. Veeravalli, "Energy-efficient quickest change detection in sensor networks," In Proc. IEEE Statistical Signal Processing (SSP) Workshop, Ann Arbor, MI, August, 2012.

28. T. Banerjee and V. V. Veeravalli, "Data-efficient minimax quickest change detection," In Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Kyoto, Japan, March, 2012.

29. T. Banerjee and V. V. Veeravalli, "Bayesian quickest change detection under energy constraints," In Proc. of Information Theory and Applications (ITA) Workshop, San Diego, CA, February, 2011.

30. T. Banerjee and V. Sharma, "Generalized analysis of a distributed energy efficient algorithm for change detection," In Proc. of ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM), Canary Islands, Spain, November, 2009.

31. Taposh Banerjee and V. Sharma, "Analysis of DualCUSUM: a Distributed Energy Efficient Algorithm for Change Detection", National Conference on Communications (NCC09), IIT Guwahati, India, January 2009.

32. T. Banerjee, V. Kavitha and V. Sharma, "Energy-efficient change detection over a MAC using physical layer fusion," In Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Las Vegas, NV, April, 2008.

Invited Talks / Presentations

1. "Robust Quickest Change Detection for Unnormalized Models", ASILOMAR Conference, California, 2023.

2. "Quickest Change Detection", a Plenary Talk for Research Scholars Day, Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram, Feb 24, 2024.

3. "Quickest Change Detection", in the Technical Talk Series to commemorate the IEEE Sensors Council 25th Anniversary, IEEE Bangalore Section Sensors Council. Dec 9, 2023. 

4. "Sequential Hypothesis Testing To Detect Arrhythmia In Electrocardiogram Data", INFORMS Annual Meeting, Phoenix, Arizona, 2023.

5. "Quickest Change Detection Problems in Sensor Networks, Cyber-Physical Systems, and Biology", Samsung Tech Talk, Samsung Semiconductors India, Oct 31, 2022. 

6. "Quickest change detection and sequential hypothesis testing for statistically periodic data", INFORMS Annual Meeting, Indianapolis, 2022.