Tapabrata Maiti

According to our database1, Tapabrata Maiti authored at least 17 papers between 2006 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2021
A fast and calibrated computer model emulator: an empirical Bayes approach.
Stat. Comput., 2021

Statistical foundation of Variational Bayes neural networks.
Neural Networks, 2021

Layer Adaptive Node Selection in Bayesian Neural Networks: Statistical Guarantees and Implementation Details.
CoRR, 2021

TEC: Tensor Ensemble Classifier for Big Data.
CoRR, 2021

2020
Statistical Aspects of High-Dimensional Sparse Artificial Neural Network Models.
Mach. Learn. Knowl. Extr., 2020

A Role for Prior Knowledge in Statistical Classification of the Transition from MCI to Alzheimer's Disease.
CoRR, 2020

Variational Bayes Neural Network: Posterior Consistency, Classification Accuracy and Computational Challenges.
CoRR, 2020

2019
Patient-Specific Prediction of Abdominal Aortic Aneurysm Expansion Using Bayesian Calibration.
IEEE J. Biomed. Health Informatics, 2019

Bayesian model selection for generalized linear models using non-local priors.
Comput. Stat. Data Anal., 2019

2016
Spatial regression and estimation of disease risks: A clustering-based approach.
Stat. Anal. Data Min., 2016

2015
Appearance-based localization using Group LASSO regression with an indoor experiment.
Proceedings of the IEEE International Conference on Advanced Intelligent Mechatronics, 2015

2013
Efficient Bayesian spatial prediction with mobile sensor networks using Gaussian Markov random fields.
Autom., 2013

2012
Sequential Bayesian Prediction and Adaptive Sampling Algorithms for Mobile Sensor Networks.
IEEE Trans. Autom. Control., 2012

A unified Bayesian approach for prediction and detection using mobile sensor networks.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

2011
Horvitz-Thompson Estimator.
Proceedings of the International Encyclopedia of Statistical Science, 2011

2009
An improved empirical bayes approach to estimating differential gene expression in microarray time-course data: BETR (Bayesian Estimation of Temporal Regulation).
BMC Bioinform., 2009

2006
Classification of pathological stage of prostate cancer patients using penalized splines.
Comput. Stat. Data Anal., 2006


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