Alonso, Marius

1. Mantis: Lightweight Calibrated Foundation Model for User-Friendly Time Series Classification
   2025/02/21 by Feofanov, Vasilii, Wen, Songkang, Alonso, Marius +6 · 10 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. CauKer: Classification Time Series Foundation Models Can Be Pretrained on Synthetic Data
   2025/08/04 by Xie, Shifeng, Vasilii Feofanov, Ambroise Odonnat +13 · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning in Healthcare #Time Series Analysis and Forecasting