1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2024★ 1 cited
DKL-KAN: Scalable Deep Kernel Learning using Kolmogorov-Arnold Networks
Shrenik Zinage, Sudeepta Mondal, Soumalya Sarkar
The need for scalable and expressive models in machine learning is paramount, particularly in applications requiring both structural depth and flexibility. Traditional deep learnin…
cs.LG2023
HAct: Out-of-Distribution Detection with Neural Net Activation Histograms
Sudeepta Mondal, Ganesh Sundaramoorthi
We propose a simple, efficient, and accurate method for detecting out-of-distribution (OOD) data for trained neural networks. We propose a novel descriptor, HAct - activation histo…