Anvit Garg, Anil K. Ghosh and S. Sarkar (2025) Nearest Neighbor Classification based on Imbalanced Data: A Statistical Approach. Stat. [arXiv]
Annesha Ghosh, Anil K. Ghosh, Rita SahaRay and S. Sarkar (2025) Classification Using Global and Local Mahalanobis Distances. Journal of Multivariate Analysis. [arXiv]
Sarbojit Roy, S. Sarkar, Subhajit Dutta and Anil K. Ghosh (2024) On Exact Feature Screening in Ultrahigh-dimensional Binary Classification. Journal of Computational and Graphical Statistics. [arXiv]
Tomas Masak, S. Sarkar and Victor M. Panaretos (2023) Separable Expansions for Covariance Estimation. Biometrika. [arXiv]
S. Sarkar and Victor M. Panaretos (2022) Covariance Networks for Functional Data on Multidimensional Domains. Journal of the Royal Statistical Society, Series B. [arXiv]
Sarbojit Roy, S. Sarkar, Subhajit Dutta, and Anil K. Ghosh (2022) On generalizations of some distance based classifiers for HDLSS data. Journal of Machine Learning Research. [arXiv]
Angshuman Roy, Kunal Das, S. Sarkar, and Anil K. Ghosh (2021) Tests of mutual independence among several random vectors using ranks of nearest neighbors. Journal of Statistical Computation and Simulation. [Preprint]
Angshuman Roy, S. Sarkar, Anil K. Ghosh, and Alok Goswami (2020) On some consistent tests of mutual independence among several random vectors of arbitrary dimensions. Statistics and Computing. [Preprint]
S. Sarkar and Anil K. Ghosh (2020) On perfect clustering of high dimension, low sample size data. IEEE Transactions on Pattern Analysis and Machine Intelligence. [Preprint]
S. Sarkar, Rahul Biswas and Anil K. Ghosh (2020) On high-dimensional modifications of some graph-based two-sample tests. Machine Learning. [Preprint]
S. Sarkar and Anil K. Ghosh (2018) On some high dimensional two-sample tests based on averages of inter-point distances. STAT. [Preprint]
S. Sarkar and Anil K. Ghosh (2018) Some multivariate tests of independence based on ranks of nearest neighbors. Technometrics. [Preprint]
Enakshi Saha, S. Sarkar and Anil K. Ghosh (2017) Some high-dimensional one-sample tests based on functions of interpoint distances. Journal of Multivariate Analysis. [Preprint]
Subhajit Dutta, S. Sarkar and Anil K. Ghosh (2016) Multi-scale Classification using Localized Spatial Depth. Journal of Machine Learning Research. [Preprint]
Munmun Biswas, S. Sarkar and Anil K. Ghosh (2016) On some exact distribution-free tests of independence between two random vectors of arbitrary dimensions. Journal of Statistical Planning and Inference. [Preprint]
S. Sarkar, Anil K. Ghosh and Alok Goswami "A consistent test of independence between two random vectors of arbitrary dimensions." [Preprint]