3 papers
cs.AI2025
Holistic Artificial Intelligence in Medicine; improved performance and explainability
Periklis Petridis, Georgios Margaritis, Vasiliki Stoumpou +1
With the increasing interest in deploying Artificial Intelligence in medicine, we previously introduced HAIM (Holistic AI in Medicine), a framework that fuses multimodal data to so…
cs.CL2025
Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval-Augmented Generation
Tobias Leemann, Periklis Petridis, Giuseppe Vietri +3
While retrieval-augmented generation (RAG) has been shown to enhance factuality of large language model (LLM) outputs, LLMs still suffer from hallucination, generating incorrect or…
cs.LG2025
Efficient Domain Adaptation of Multimodal Embeddings using Constrastive Learning
Georgios Margaritis, Periklis Petridis, Dimitris J. Bertsimas
Recent advancements in machine learning (ML), natural language processing (NLP), and foundational models have shown promise for real-life applications in critical, albeit compute-c…