Showing cs.LGShow all
3 papers · 1 filter
cs.LG2025
FedRAG: A Framework for Fine-Tuning Retrieval-Augmented Generation Systems
Val Andrei Fajardo, David B. Emerson, Amandeep Singh +5
Retrieval-augmented generation (RAG) systems have been shown to be effective in addressing many of the drawbacks of relying solely on the parametric memory of large language models…
cs.LG2025
Spatiotemporal deep learning models for detection of rapid intensification in cyclones
Vamshika Sutar, Amandeep Singh, Rohitash Chandra
Cyclone rapid intensification is the rapid increase in cyclone wind intensity, exceeding a threshold of 30 knots, within 24 hours. Rapid intensification is considered an extreme ev…
cs.LG2023
Interpretable Anomaly Detection in Cellular Networks by Learning Concepts in Variational Autoencoders
Amandeep Singh, Michael Weber, Markus Lange-Hegermann
This paper addresses the challenges of detecting anomalies in cellular networks in an interpretable way and proposes a new approach using variational autoencoders (VAEs) that learn…