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Subhajit Dutta
Subhajit Dutta
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Titel
Zitiert von
Zitiert von
Jahr
Some intriguing properties of Tukey’s half-space depth
S Dutta, AK Ghosh, P Chaudhuri
Bernoulli 17 (4), 1420-1434, 2011
852011
On robust classification using projection depth
S Dutta, AK Ghosh
Annals of the Institute of Statistical Mathematics 64, 657-676, 2012
642012
Visuanimation in statistics
MG Genton, S Castruccio, P Crippa, S Dutta, R Huser, Y Sun, S Vettori
Stat 4, 81-96., 2015
352015
In vitro structure-toxicity relationship of chalcones in human hepatic stellate cells
K Zenger, S Dutta, H Wolff, MG Genton, B Kraus
Toxicology 336, 26–33, 2015
302015
Multi-scale classification using localized spatial depth
S Dutta, S Sarkar, AK Ghosh
Journal of Machine Learning Research 17 (218), 1-30, 2016
29*2016
On some transformations of high dimension, low sample size data for nearest neighbor classification
S Dutta, AK Ghosh
Machine Learning 102 (1), 57-83, 2016
242016
On classification based on Lp depth with an adaptive choice of p
S Dutta, AK Ghosh
http://arxiv.org/abs/1611.05668, 2015
23*2015
A non-Gaussian multivariate distribution with all lower-dimensional Gaussians and related families
S Dutta, MG Genton
Journal of Multivariate Analysis 132, 82-93, 2014
222014
Depth‐weighted robust multivariate regression with application to sparse data
S Dutta, MG Genton
Canadian Journal of Statistics 45 (2), 164-184, 2017
92017
Observational uncertainty in hydrological modelling using data depth
SK Singh, S Dutta
Global NEST Journal, 2017
52017
On Perfect Clustering for Gaussian Processes
JA Cuesta-Albertos, S Dutta
Transactions on Machine Learning Research, 2023
4*2023
Some multivariate goodness of fit tests based on data depth
R Singh, S Dutta, N Misra
Journal of Nonparametric Statistics 34 (2), 428-447, 2022
42022
On Generalizations of Some Distance Based Classifiers for HDLSS Data
S Roy, S Sarkar, S Dutta, AK Ghosh
Journal of Machine Learning Research 23, 1-41, 2022
42022
Sub-dimensional Mardia measures of multivariate skewness and kurtosis
J Chowdhury, S Dutta, RB Arellano-Valle, MG Genton
Journal of Multivariate Analysis 192, 105089, 2022
32022
Linear Discriminant Analysis of Character Sequences Using Occurrences of Words
S Dutta, P Chaudhuri, AK Ghosh
Statistica Sinica 24, 493-514, 2012
32012
On Some Fast And Robust Classifiers For High Dimension, Low Sample Size Data
S Roy, J Ray Choudhury, S Dutta
Proceedings of The 25th International Conference on Artificial Intelligence …, 2022
22022
Effect of observational uncertainty on hydrological modelling
SK Singh, S Dutta
37th Hydrology & Water Resources Symposium 2016: Water, Infrastructure and …, 2016
22016
Robust Classification of High-Dimensional Data Using Data-Adaptive Energy Distance
J Ray Choudhury, A Saha, S Roy, S Dutta
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023
12023
Bayesian Variable Selection Under High-dimensional Settings With Grouped Covariates
P Agarwal, S Dutta, M Mukhopadhyay
https://arxiv.org/abs/1609.06031, 2023
1*2023
On Exact Feature Screening in Ultrahigh-dimensional Binary Classification
S Roy, S Sarkar, S Dutta, AK Ghosh
Journal of Computational and Graphical Statistics, 2023
12023
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