Taposh Banerjee

Signal Process., February, 2024

2023

Reinforcement Learning with An Abrupt Model Change.

[BibT_eX]

[DOI]

Proceedings of the Winter Simulation Conference, 2023

Robust Quickest Change Detection for Unnormalized Models.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Score-based Quickest Change Detection for Unnormalized Models.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Where Should Traffic Sensors Be Placed on Highways?

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Multi-Class Classification of Dementia from MRI Images Using Transfer Learning.

[BibT_eX]

[DOI]

Anshul Jha

Proceedings of the 13th IEEE Annual Ubiquitous Computing, 2022

Transfer Learning for COVID-19 and Pneumonia Detection using Chest X-Rays.

[BibT_eX]

[DOI]

Anshul Jha

Proceedings of the 65th IEEE International Midwest Symposium on Circuits and Systems, 2022

A Meta-Transfer Learning Approach to ECG Arrhythmia Detection.

[BibT_eX]

[DOI]

Wuxia Chen

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Quickest Detection of a Threat to an Impending Disaster.

[BibT_eX]

[DOI]

Tim Brucks

Rahul Mishra

Proceedings of the 58th Annual Allerton Conference on Communication, 2022

2021

A Bayesian Theory of Change Detection in Statistically Periodic Random Processes.

[BibT_eX]

[DOI]

Sayli Siddhasanjay Aphale

IEEE Trans. Inf. Theory, 2021

ArrhyNet: A High Accuracy Arrhythmia Classification Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 64th IEEE International Midwest Symposium on Circuits and Systems, 2021

Robust Quickest Change Detection in Statistically Periodic Processes.

[BibT_eX]

[DOI]

Ahmad F. Taha

Proceedings of the IEEE International Symposium on Information Theory, 2021

Quickest Joint Detection and Classification of Faults in Statistically Periodic Processes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Multislot and Multistream Quickest Change Detection in Statistically Periodic Processes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2020

Sequential Methods for Detecting a Change in the Distribution of an Episodic Process.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Asymmetric Cell Transmission Model-Based, Ramp-Connected Robust Traffic Density Estimation under Bounded Disturbances.

[BibT_eX]

[DOI]

Proceedings of the 2020 American Control Conference, 2020

2019

Cross-subject Decoding of Eye Movement Goals from Local Field Potentials.

[BibT_eX]

[DOI]

Marko Angjelichinoski

CoRR, 2019

Quickest Event Detection Using Multimodal Data In Nonstationary Environments.

[BibT_eX]

[DOI]

CoRR, 2019

Minimax-optimal decoding of movement goals from local field potentials using complex spectral features.

[BibT_eX]

[DOI]

Marko Angjelichinoski

CoRR, 2019

Sequential Detection of Regime Changes in Neural Data.

[BibT_eX]

[DOI]

Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Bayesian Quickest Detection of Changes in Statistically Periodic Processes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2019

Quickest Detection of Deviations from Periodic Statistical Behavior.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

A Sequential Detection Theory for Statistically Periodic Random Processes.

[BibT_eX]

[DOI]

Proceedings of the 57th Annual Allerton Conference on Communication, 2019

2018

Quickest Detection for Changes in Maximal kNN Coherence of Random Matrices.

[BibT_eX]

[DOI]

Hamed Firouzi

Alfred O. Hero III

IEEE Trans. Signal Process., 2018

Classification of Local Field Potentials using Gaussian Sequence Model.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Wavelet Shrinkage and Thresholding Based Robust Classification for Brain-Computer Interface.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Cyclostationary Statistical Models and Algorithms for Anomaly Detection Using Multi-Modal Data.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Sequential Event Detection Using Multimodal Data in Nonstationary Environments.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Information Fusion, 2018

2017

Kiefer Wolfowitz Algorithm is Asymptotically Optimal for a Class of Non-Stationary Bandit Problems.

[BibT_eX]

[DOI]

Rahul Singh

CoRR, 2017

Quickest change detection approach to optimal control in Markov decision processes with model changes.

[BibT_eX]

[DOI]

Miao Liu

Jonathan P. How

Proceedings of the 2017 American Control Conference, 2017

2016

Minimax Optimality of Shiryaev-Roberts Procedure for Quickest Drift Change Detection of a Brownian motion.

[BibT_eX]

[DOI]

George V. Moustakides

CoRR, 2016

Quickest hub discovery in correlation graphs.

[BibT_eX]

[DOI]

Alfred O. Hero III

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015

Data-Efficient Quickest Change Detection in Sensor Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Data-Efficient Minimax Quickest Change Detection With Composite Post-Change Distribution.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2015

Non-parametric quickest change detection for large scale random matrices.

[BibT_eX]

[DOI]

Hamed Firouzi

Alfred O. Hero III

Proceedings of the IEEE International Symposium on Information Theory, 2015

2014

Data-efficient quickest change detection

[BibT_eX]

[DOI]

PhD thesis, 2014

Data-Efficient Quickest Outlying Sequence Detection in Sensor Networks.

[BibT_eX]

[DOI]

CoRR, 2014

Data-Efficient Minimax Quickest Change Detection in a Decentralized System.

[BibT_eX]

[DOI]

CoRR, 2014

Data-efficient quickest change detection with unknown post-change distribution.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Power system line outage detection and identification - A quickest change detection approach.

[BibT_eX]

[DOI]

Alejandro D. Domínguez-García

Yu Christine Chen

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Data-Efficient Quickest Change Detection in Minimax Settings.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2013

Decentralized data-efficient quickest change detection.

[BibT_eX]

[DOI]

Alexander G. Tartakovsky

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Data-efficient quickest change detection in distributed and multi-channel systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Quickest Change Detection.

[BibT_eX]

[DOI]

CoRR, 2012

Energy-efficient quickest change detection in sensor networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Data-efficient minimax quickest change detection.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Generalized Analysis of a Distributed Energy Efficient Algorithm for Change Detection.

[BibT_eX]

[DOI]

Vinod Sharma

Veeraruna Kavitha

ArunKumar Jayaprakasam

IEEE Trans. Wirel. Commun., 2011

Data-Efficient Quickest Change Detection with On-Off Observation Control

[BibT_eX]

[DOI]

CoRR, 2011

Bayesian quickest change detection under energy constraints.

[BibT_eX]

[DOI]

Proceedings of the Information Theory and Applications Workshop, 2011

2009

Generalized analysis of a distributed energy efficient algorithm for change detection.

[BibT_eX]

[DOI]

Vinod Sharma

Proceedings of the 12th International Symposium on Modeling Analysis and Simulation of Wireless and Mobile Systems, 2009

2008

Energy efficient change detection over a MAC using physical layer fusion.

[BibT_eX]

[DOI]

Veeraruna Kavitha

Vinod Sharma

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

Sensor Node Activation Policies using Partial or No Information.

[BibT_eX]

[DOI]

Arzad Alam Kherani

Proceedings of the 5th International Symposium on Modeling and Optimization in Mobile, 2007

Optimal Dynamic Activation Policies in Sensor Networks.

[BibT_eX]

[DOI]

Smruti Padhy

Arzad Alam Kherani

Proceedings of the Second International Conference on COMmunication System softWAre and MiddlewaRE (COMSWARE 2007), 2007

2006

Optimal control of admission to a station in a closed two queue system.

[BibT_eX]

[DOI]