Search Results for author: Jyotishka Ray Choudhury

Found 2 papers, 1 papers with code

Robust and Automatic Data Clustering: Dirichlet Process meets Median-of-Means

no code implementations26 Nov 2023 Supratik Basu, Jyotishka Ray Choudhury, Debolina Paul, Swagatam Das

Clustering stands as one of the most prominent challenges within the realm of unsupervised machine learning.

Clustering

Robust Classification of High-Dimensional Data using Data-Adaptive Energy Distance

1 code implementation24 Jun 2023 Jyotishka Ray Choudhury, Aytijhya Saha, Sarbojit Roy, Subhajit Dutta

Classification of high-dimensional low sample size (HDLSS) data poses a challenge in a variety of real-world situations, such as gene expression studies, cancer research, and medical imaging.

Classification Robust classification

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