Ramos, Daniel
- Adaptive Temperature Scaling for Robust Calibration of Deep Neural Networks
2022/07/31 by Sergio A. Balanya, Balanya, Sergio A., Juan Maroñas +3 · 6 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Anomaly Detection Techniques and Applications #Machine Learning and Data Classification
- An asymptotically cusped three dimensional expanding gradient Ricci soliton
2012/11/19 by Ramos, Daniel · 1 citation
#Differential Geometry (math.DG) #FOS: Mathematics
- Are Large Language Models Memorizing Bug Benchmarks?
2024/11/20 by Daniel Ramos, Claudia Mamede, Cláudia Mamede +10 · 1 voice · 2 citations
Computer Science · #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling #cs.AI #cs.LG #cs.SE
- SOAR: A Synthesis Approach for Data Science API Refactoring
2021/02/12 by Ni, Ansong, Ramos, Daniel, Yang, Aidan +4 · 1 citation
#FOS: Computer and information sciences #Software Engineering (cs.SE)
- Evaluating Posterior Probabilities: Decision Theory, Proper Scoring Rules, and Calibration
2024/08/05 by Luciana Ferrer, Ferrer, Luciana, Daniel Ramos +1 · 2 citations
Decision Sciences · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML)