Martina Cádiz-Leyton
- Multi-Class Deep SVDD: Anomaly Detection Approach in Astronomy with Distinct Inlier Categories
2023/08/09 by Manuel Pérez-Carrasco, Pérez-Carrasco, Manuel, G. Cabrera-Vives +19 · 1 citation
Computer Science · Mathematics · Medicine · #Advanced Statistical Methods and Models #Anomaly Detection Techniques and Applications #Data-Driven Disease Surveillance #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)
- Transformer-Based Astronomical Time Series Model with Uncertainty Estimation for Detecting Misclassified Instances
2024/11/02 by Martina Cádiz-Leyton, G. Cabrera-Vives, Cádiz-Leyton, Martina +7 · 2 citations
Computer Science · Engineering · Mathematics · #Astronomical Observations and Instrumentation #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Statistical and numerical algorithms #Time Series Analysis and Forecasting