42 citations · 55 across the 13 of their papers we have counts for
3 papers · 1 filter
On dataset transferability in medical image classification
Dovile Juodelyte, Enzo Ferrante, Yucheng Lu +3
Current transferability estimation methods designed for natural image datasets are often suboptimal in medical image classification. These methods primarily focus on estimating the…
CLAMS: A System for Zero-Shot Model Selection for Clustering
Prabhant Singh, Pieter Gijsbers, Murat Onur Yildirim +2
We propose an AutoML system that enables model selection on clustering problems by leveraging optimal transport-based dataset similarity. Our objective is to establish a comprehens…
On Supernet Transfer Learning for Effective Task Adaptation
Prabhant Singh, Joaquin Vanschoren
Neural Architecture Search (NAS) methods have been shown to outperform hand-designed models and help to democratize AI. However, NAS methods often start from scratch with each new…