On perfect clustering of high dimension, low sample size data S Sarkar, AK Ghosh IEEE transactions on pattern analysis and machine intelligence 42 (9), 2257-2272, 2019 | 47 | 2019 |
Multi-scale classification using localized spatial depth S Dutta, S Sarkar, AK Ghosh Journal of Machine Learning Research 17 (217), 1-30, 2016 | 25 | 2016 |
On some exact distribution-free tests of independence between two random vectors of arbitrary dimensions M Biswas, S Sarkar, AK Ghosh Journal of Statistical Planning and Inference 175, 78-86, 2016 | 19 | 2016 |
On some graph-based two-sample tests for high dimension, low sample size data S Sarkar, R Biswas, AK Ghosh Machine Learning 109 (2), 279-306, 2020 | 15* | 2020 |
Some multivariate tests of independence based on ranks of nearest neighbors S Sarkar, AK Ghosh Technometrics 60 (1), 101-111, 2018 | 14 | 2018 |
Separable expansions for covariance estimation via the partial inner product T Masak, S Sarkar, VM Panaretos Biometrika 110 (1), 225-247, 2023 | 12* | 2023 |
On some high‐dimensional two‐sample tests based on averages of inter‐point distances S Sarkar, AK Ghosh Stat 7 (1), e187, 2018 | 12 | 2018 |
On some consistent tests of mutual independence among several random vectors of arbitrary dimensions A Roy, S Sarkar, AK Ghosh, A Goswami Statistics and Computing 30 (6), 1707-1723, 2020 | 6 | 2020 |
Some high-dimensional one-sample tests based on functions of interpoint distances E Saha, S Sarkar, AK Ghosh Journal of Multivariate Analysis 161, 83-95, 2017 | 6 | 2017 |
CovNet: Covariance networks for functional data on multidimensional domains S Sarkar, VM Panaretos Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2022 | 4 | 2022 |
On generalizations of some distance based classifiers for HDLSS data S Roy, S Sarkar, S Dutta, AK Ghosh Journal of Machine Learning Research 23 (14), 1-41, 2022 | 4 | 2022 |
On Exact Feature Screening in Ultrahigh-dimensional Binary Classification S Roy, S Sarkar, S Dutta, AK Ghosh Journal of Computational and Graphical Statistics, 1-15, 2023 | 1 | 2023 |
Tests of mutual independence among several random vectors using univariate and multivariate ranks of nearest neighbours A Roy, K Das, S Sarkar, AK Ghosh Journal of Statistical Computation and Simulation 91 (9), 1890-1906, 2021 | 1 | 2021 |
A consistent test of independence between two random vectors of arbitrary dimensions S Sarkar, AK Ghosh, A Goswami Tech. rep., Theoretical Statistics and Mathematics Unit, Indian Statistical …, 2020 | 1 | 2020 |
Nearest Neighbor Classification based on Imbalanced Data: A Statistical Approach A Garg, AK Ghosh, S Sarkar arXiv preprint arXiv:2206.10866, 2022 | | 2022 |