Subhajit Dutta

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 10

Top Topics

High Dimensional Datasets

Subspace Projections

Nearest Neighbor Classification

Top Venues

J. Mach. Learn. Res.

J. Multivar. Anal.

Publications

Sarbojit Roy, Soham Sarkar, Subhajit Dutta, Anil Kumar Ghosh
On Exact Feature Screening in Ultrahigh-Dimensional Binary Classification. J. Comput. Graph. Stat. 33 (2) (2024)
Juan Cuesta-Albertos, Subhajit Dutta
On Perfect Clustering for Gaussian Processes. Trans. Mach. Learn. Res. 2023 (2023)
Jyotishka Ray Choudhury, Aytijhya Saha, Sarbojit Roy, Subhajit Dutta
Robust Classification of High-Dimensional Data using Data-Adaptive Energy Distance. CoRR (2023)
Jyotishka Ray Choudhury, Aytijhya Saha, Sarbojit Roy, Subhajit Dutta
Robust Classification of High-Dimensional Data Using Data-Adaptive Energy Distance. ECML/PKDD (5) (2023)
Sarbojit Roy, Jyotishka Ray Choudhury, Subhajit Dutta
On Some Fast And Robust Classifiers For High Dimension, Low Sample Size Data. AISTATS (2022)
Sarbojit Roy, Soham Sarkar, Subhajit Dutta, Anil Kumar Ghosh
On Generalizations of Some Distance Based Classifiers for HDLSS Data. J. Mach. Learn. Res. 23 (2022)
Joydeep Chowdhury, Subhajit Dutta, Reinaldo Boris Arellano-Valle, Marc G. Genton
Sub-dimensional Mardia measures of multivariate skewness and kurtosis. J. Multivar. Anal. 192 (2022)
Bhaskar Mukhoty, Subhajit Dutta, Purushottam Kar
Robust non-parametric regression via incoherent subspace projections. Mach. Learn. 110 (10) (2021)
Subhajit Dutta, Anil Kumar Ghosh
On some transformations of high dimension, low sample size data for nearest neighbor classification. Mach. Learn. 102 (1) (2016)
Subhajit Dutta, Soham Sarkar, Anil Kumar Ghosh
Multi-scale Classification using Localized Spatial Depth. J. Mach. Learn. Res. 17 (2016)
Subhajit Dutta, Marc G. Genton
A non-Gaussian multivariate distribution with all lower-dimensional Gaussians and related families. J. Multivar. Anal. 132 (2014)
Soma Bandyopadhyay, Munmun Sengupta, Souvik Maiti, Subhajit Dutta
A Survey of Middleware for Internet of Things. WiMo/CoNeCo (2011)