Some intriguing properties of Tukey’s half-space depth S Dutta, AK Ghosh, P Chaudhuri Bernoulli 17 (4), 1420-1434, 2011 | 84 | 2011 |
On robust classification using projection depth S Dutta, AK Ghosh Annals of the Institute of Statistical Mathematics 64, 657-676, 2012 | 64 | 2012 |
Visuanimation in statistics MG Genton, S Castruccio, P Crippa, S Dutta, R Huser, Y Sun, S Vettori Stat 4, 81-96., 2015 | 35 | 2015 |
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 | 30 | 2015 |
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 | 24 | 2016 |
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 | 22 | 2014 |
Depth‐weighted robust multivariate regression with application to sparse data S Dutta, MG Genton Canadian Journal of Statistics 45 (2), 164-184, 2017 | 9 | 2017 |
On Perfect Clustering for Gaussian Processes JA Cuesta-Albertos, S Dutta Transactions on Machine Learning Research, 2023 | 4* | 2023 |
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 | 4 | 2022 |
Observational uncertainty in hydrological modelling using data depth SK Singh, S Dutta Global NEST Journal, 2017 | 4 | 2017 |
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 | 3 | 2022 |
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 | 3 | 2022 |
Linear Discriminant Analysis of Character Sequences Using Occurrences of Words S Dutta, P Chaudhuri, AK Ghosh Statistica Sinica 24, 493-514, 2012 | 3 | 2012 |
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 | 2 | 2022 |
Effect of observational uncertainty on hydrological modelling SK Singh, S Dutta 37th Hydrology & Water Resources Symposium 2016: Water, Infrastructure and …, 2016 | 2 | 2016 |
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 | 1 | 2023 |
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 | 1 | 2023 |