Ferhat Özgür Çatak

1. Uncertainty Quantification in Large Language Models Through Convex Hull Analysis
   2024/06/28 by Ferhat Özgür Çatak, Murat Kuzlu, Catak, Ferhat Ozgur +1 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
2. Exploiting epistemic uncertainty of the deep learning models to generate adversarial samples
   2021/02/08 by Ömer Faruk Tuna, Ferhat Özgür Çatak, Tuna, Omer Faruk +3 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Improving Medical Diagnostics with Vision-Language Models: Convex Hull-Based Uncertainty Analysis
   2024/11/24 by Ferhat Özgür Çatak, Catak, Ferhat Ozgur, Murat Kuzlu +3 · 2 citations
   Computer Science · Decision Sciences · #Bayesian Modeling and Causal Inference #AI-based Problem Solving and Planning #Complex Systems and Decision Making