16 citations · 19 across the 4 of their papers we have counts for
4 papers
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…
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…
Robust and Adaptive Optimization under a Large Language Model Lens
Dimitris Bertsimas, Georgios Margaritis
In this paper, we explore the application of ChatGPT in the domain of Robust and Adaptive Robust Optimization. We demonstrate that with appropriate prompting, ChatGPT can be used t…
Global Optimization: A Machine Learning Approach
Dimitris Bertsimas, Georgios Margaritis
Many approaches for addressing Global Optimization problems typically rely on relaxations of nonlinear constraints over specific mathematical primitives. This is restricting in app…