In an era where social media platforms are the driving force behind data generation, optimizing the data ingestion process ...

We have developed dimensionality reduction approaches for a variety of datasets in particular around medical ... PyKale - A PyTorch library that provides a unified pipeline-based API for ...

Researchers from the USC Viterbi School of Engineering are presenting 24 papers at the 2025 International Conference on Learning Representations (ICLR), Apr. 24-28, one of the premier global ...

Machine learning models are becoming increasingly important in the prediction ... This paper introduces surrogate data models as dimensionality reduction tools in large-scale crisis prediction models.