Taposh Banerjee

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 43

Top Topics

Statistical Models

Change Detection

Top Venues

IEEE Trans. Inf. Theory

Publications

Taposh Banerjee, Prudhvi Gurram, Gene T. Whipps
Minimax asymptotically optimal quickest change detection for statistically periodic data. Signal Process. 215 (2024)
Suya Wu, Enmao Diao, Taposh Banerjee, Jie Ding, Vahid Tarokh
Quickest Change Detection for Unnormalized Statistical Models. IEEE Trans. Inf. Theory 70 (2) (2024)
Wuxia Chen, Taposh Banerjee, Jemin George, Carl E. Busart
Reinforcement Learning with an Abrupt Model Change. CoRR (2023)
Suya Wu, Enmao Diao, Taposh Banerjee, Jie Ding, Vahid Tarokh
Score-based Quickest Change Detection for Unnormalized Models. AISTATS (2023)
Suya Wu, Enmao Diao, Jie Ding, Taposh Banerjee, Vahid Tarokh
Robust Quickest Change Detection for Unnormalized Models. UAI (2023)
Wuxia Chen, Taposh Banerjee, Jemin George, Carl E. Busart
Reinforcement Learning with An Abrupt Model Change. WSC (2023)
Suya Wu, Enmao Diao, Taposh Banerjee, Jie Ding, Vahid Tarokh
Quickest Change Detection for Unnormalized Statistical Models. CoRR (2023)
Sebastian A. Nugroho, Suyash C. Vishnoi, Ahmad F. Taha, Christian G. Claudel, Taposh Banerjee
Where Should Traffic Sensors Be Placed on Highways? IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Anshul Jha, Eugene John, Taposh Banerjee
Transfer Learning for COVID-19 and Pneumonia Detection using Chest X-Rays. MWSCAS (2022)
Anshul Jha, Eugene John, Taposh Banerjee
Multi-Class Classification of Dementia from MRI Images Using Transfer Learning. UEMCON (2022)
Tim Brucks, Taposh Banerjee, Rahul Mishra
Quickest Detection of a Threat to an Impending Disaster. Allerton (2022)
Wuxia Chen, Taposh Banerjee, Eugene John
A Meta-Transfer Learning Approach to ECG Arrhythmia Detection. EMBC (2022)
Sayli Siddhasanjay Aphale, Eugene John, Taposh Banerjee
ArrhyNet: A High Accuracy Arrhythmia Classification Convolutional Neural Network. MWSCAS (2021)
Taposh Banerjee, Prudhvi Gurram, Gene T. Whipps
A Bayesian Theory of Change Detection in Statistically Periodic Random Processes. IEEE Trans. Inf. Theory 67 (4) (2021)
Taposh Banerjee, Ahmad F. Taha, Eugene John
Robust Quickest Change Detection in Statistically Periodic Processes. ISIT (2021)
Taposh Banerjee, Smruti Padhy, Ahmad F. Taha, Eugene John
Quickest Joint Detection and Classification of Faults in Statistically Periodic Processes. ICASSP (2021)
Taposh Banerjee, Prudhvi Gurram, Gene T. Whipps
Multislot and Multistream Quickest Change Detection in Statistically Periodic Processes. ISIT (2020)
Taposh Banerjee, Edmond Adib, Ahmad F. Taha, Eugene John
Sequential Methods for Detecting a Change in the Distribution of an Episodic Process. ICASSP (2020)
Suyash C. Vishnoi, Sebastian A. Nugroho, Ahmad F. Taha, Christian G. Claudel, Taposh Banerjee
Asymmetric Cell Transmission Model-Based, Ramp-Connected Robust Traffic Density Estimation under Bounded Disturbances. CoRR (2020)
Suyash C. Vishnoi, Sebastian A. Nugroho, Ahmad F. Taha, Christian G. Claudel, Taposh Banerjee
Asymmetric Cell Transmission Model-Based, Ramp-Connected Robust Traffic Density Estimation under Bounded Disturbances. ACC (2020)
Taposh Banerjee, Prudhvi Gurram, Gene T. Whipps
A Bayesian Theory of Change Detection in Statistically Periodic Random Processes. CoRR (2019)
Marko Angjelichinoski, John S. Choi, Taposh Banerjee, Bijan Pesaran, Vahid Tarokh
Cross-subject Decoding of Eye Movement Goals from Local Field Potentials. CoRR (2019)
Taposh Banerjee, Stephen A. Allsop, Kay M. Tye, Demba E. Ba, Vahid Tarokh
Sequential Detection of Regime Changes in Neural Data. NER (2019)
Marko Angjelichinoski, Taposh Banerjee, John S. Choi, Bijan Pesaran, Vahid Tarokh
Minimax-optimal decoding of movement goals from local field potentials using complex spectral features. CoRR (2019)
Taposh Banerjee, Prudhvi Gurram, Gene T. Whipps
Quickest Detection of Deviations from Periodic Statistical Behavior. ICASSP (2019)
Taposh Banerjee, Prudhvi Gurram, Gene T. Whipps
Quickest Event Detection Using Multimodal Data In Nonstationary Environments. CoRR (2019)
Taposh Banerjee, Prudhvi Gurram, Gene T. Whipps
Bayesian Quickest Detection of Changes in Statistically Periodic Processes. ISIT (2019)
Taposh Banerjee, Prudhvi Gurram, Gene T. Whipps
A Sequential Detection Theory for Statistically Periodic Random Processes. Allerton (2019)
Taposh Banerjee, John S. Choi, Bijan Pesaran, Demba E. Ba, Vahid Tarokh
Classification of Local Field Potentials using Gaussian Sequence Model. SSP (2018)
Taposh Banerjee, Gene T. Whipps, Prudhvi Gurram, Vahid Tarokh
Sequential Event Detection Using Multimodal Data in Nonstationary Environments. FUSION (2018)
Taposh Banerjee, Prudhvi Gurram, Gene T. Whipps
Quickest Detection Of Deviations From Periodic Statistical Behavior. CoRR (2018)
Taposh Banerjee, Gene T. Whipps, Prudhvi Gurram, Vahid Tarokh
Sequential Event Detection Using Multimodal Data in Nonstationary Environments. CoRR (2018)
Taposh Banerjee, Hamed Firouzi, Alfred O. Hero III
Quickest Detection for Changes in Maximal kNN Coherence of Random Matrices. IEEE Trans. Signal Process. 66 (17) (2018)
Taposh Banerjee, Gene T. Whipps, Prudhvi Gurram, Vahid Tarokh
Cyclostationary Statistical Models and Algorithms for Anomaly Detection Using Multi-Modal Data. GlobalSIP (2018)
Taposh Banerjee, John S. Choi, Bijan Pesaran, Demba E. Ba, Vahid Tarokh
Wavelet Shrinkage and Thresholding Based Robust Classification for Brain-Computer Interface. ICASSP (2018)
Taposh Banerjee, Gene T. Whipps, Prudhvi Gurram, Vahid Tarokh
Cyclostationary Statistical Models and Algorithms for Anomaly Detection Using Multi-Modal Data. CoRR (2018)
Taposh Banerjee, Miao Liu, Jonathan P. How
Quickest change detection approach to optimal control in Markov decision processes with model changes. ACC (2017)
Rahul Singh, Taposh Banerjee
Kiefer Wolfowitz Algorithm is Asymptotically Optimal for a Class of Non-Stationary Bandit Problems. CoRR (2017)
Taposh Banerjee, Alfred O. Hero III
Quickest Hub Discovery in Correlation Graphs. CoRR (2017)
Taposh Banerjee, John S. Choi, Bijan Pesaran, Demba E. Ba, Vahid Tarokh
Classification of Local Field Potentials using Gaussian Sequence Model. CoRR (2017)
Taposh Banerjee, George V. Moustakides
Minimax Optimality of Shiryaev-Roberts Procedure for Quickest Drift Change Detection of a Brownian motion. CoRR (2016)
Taposh Banerjee, Alfred O. Hero III
Quickest hub discovery in correlation graphs. ACSSC (2016)
Taposh Banerjee, Miao Liu, Jonathan P. How
Quickest Change Detection Approach to Optimal Control in Markov Decision Processes with Model Changes. CoRR (2016)
Taposh Banerjee, Hamed Firouzi, Alfred O. Hero III
Quickest Detection for Changes in Maximal kNN Coherence of Random Matrices. CoRR (2015)
Taposh Banerjee, Venugopal V. Veeravalli
Data-Efficient Quickest Change Detection in Sensor Networks. IEEE Trans. Signal Process. 63 (14) (2015)
Taposh Banerjee, Hamed Firouzi, Alfred O. Hero III
Non-parametric Quickest Change Detection for Large Scale Random Matrices. CoRR (2015)
Taposh Banerjee, Venugopal V. Veeravalli
Data-Efficient Minimax Quickest Change Detection With Composite Post-Change Distribution. IEEE Trans. Inf. Theory 61 (9) (2015)
Taposh Banerjee, Hamed Firouzi, Alfred O. Hero III
Non-parametric quickest change detection for large scale random matrices. ISIT (2015)
Taposh Banerjee, Venugopal V. Veeravalli
Data-Efficient Minimax Quickest Change Detection in a Decentralized System. CoRR (2014)
Taposh Banerjee, Venugopal V. Veeravalli
Data-efficient quickest change detection with unknown post-change distribution. ISIT (2014)
Taposh Banerjee, Yu Christine Chen, Alejandro D. Domínguez-García, Venugopal V. Veeravalli
Power system line outage detection and identification - A quickest change detection approach. ICASSP (2014)
Taposh Banerjee, Venugopal V. Veeravalli
Data-Efficient Quickest Outlying Sequence Detection in Sensor Networks. CoRR (2014)
Taposh Banerjee, Venugopal V. Veeravalli
Data-Efficient Minimax Quickest Change Detection with Composite Post-Change Distribution. CoRR (2014)
Taposh Banerjee, Venugopal V. Veeravalli
Data-efficient quickest change detection in distributed and multi-channel systems. ICASSP (2013)
Taposh Banerjee, Venugopal V. Veeravalli
Data-Efficient Quickest Change Detection in Minimax Settings. IEEE Trans. Inf. Theory 59 (10) (2013)
Taposh Banerjee, Venugopal V. Veeravalli, Alexander G. Tartakovsky
Decentralized data-efficient quickest change detection. ISIT (2013)
Venugopal V. Veeravalli, Taposh Banerjee
Quickest Change Detection. CoRR (2012)
Taposh Banerjee, Venugopal V. Veeravalli
Data-efficient minimax quickest change detection. ICASSP (2012)
Taposh Banerjee, Venugopal V. Veeravalli
Data-Efficient Quickest Change Detection in Minimax Settings CoRR (2012)
Taposh Banerjee, Venugopal V. Veeravalli
Energy-efficient quickest change detection in sensor networks. SSP (2012)
Taposh Banerjee, Vinod Sharma, Veeraruna Kavitha, ArunKumar Jayaprakasam
Generalized Analysis of a Distributed Energy Efficient Algorithm for Change Detection. IEEE Trans. Wirel. Commun. 10 (1) (2011)
Taposh Banerjee, Venugopal V. Veeravalli
Data-Efficient Quickest Change Detection with On-Off Observation Control CoRR (2011)
Taposh Banerjee, Venugopal V. Veeravalli
Bayesian quickest change detection under energy constraints. ITA (2011)
Taposh Banerjee, Vinod Sharma
Generalized analysis of a distributed energy efficient algorithm for change detection. MSWiM (2009)
Taposh Banerjee, Vinod Sharma
Generalized Analysis of a Distributed Energy Efficient Algorithm for Change Detection CoRR (2009)
Taposh Banerjee, Veeraruna Kavitha, Vinod Sharma
Energy efficient change detection over a MAC using physical layer fusion. ICASSP (2008)
Taposh Banerjee, Smruti Padhy, Arzad Alam Kherani
Optimal Dynamic Activation Policies in Sensor Networks. COMSWARE (2007)
Taposh Banerjee, Arzad Alam Kherani
Sensor Node Activation Policies using Partial or No Information. WiOpt (2007)
Taposh Banerjee, Arzad Alam Kherani
Optimal control of admission to a station in a closed two queue system. VALUETOOLS (2006)