2 citations · 2 across the 9 of their papers we have counts for
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cs.LG2023
Group-Feature (Sensor) Selection With Controlled Redundancy Using Neural Networks
Aytijhya Saha, Nikhil R. Pal
In this paper, we present a novel embedded feature selection method based on a Multi-layer Perceptron (MLP) network and generalize it for group-feature or sensor selection problems…
stat.ME2023
Testing exchangeability by pairwise betting
Aytijhya Saha, Aaditya Ramdas
In this paper, we address the problem of testing exchangeability of a sequence of random variables, . This problem has been studied under the recently popular fram…
stat.ML2023★ 2 cited
Robust Classification of High-Dimensional Data using Data-Adaptive Energy Distance
Jyotishka Ray Choudhury, Aytijhya Saha, Sarbojit Roy +1
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 medic…