Lorenzo Brigato

1. A Close Look at Deep Learning with Small Data
   2020/03/28 by Lorenzo Brigato, Brigato, L., Luca Iocchi +1 · 12 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. There are no Champions in Supervised Long-Term Time Series Forecasting
   2025/02/19 by Lorenzo Brigato, Rafael Morand, Brigato, Lorenzo +9 · 4 citations
   Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Stock Market Forecasting Methods
3. Tune It or Don't Use It: Benchmarking Data-Efficient Image\n Classification
   2021/08/30 by Lorenzo Brigato, Björn Barz, Brigato, Lorenzo +5 · 1 citation
   Medicine · Computer Science · #COVID-19 diagnosis using AI #Machine Learning and Data Classification #Advanced Neural Network Applications
4. Twin: Tuning Learning Rate and Weight Decay of Deep Homogeneous Classifiers without Validation
   2024/03/08 by Lorenzo Brigato, Brigato, Lorenzo, Stavroula Mougiakakou +1 · 1 citation
   Computer Science · Decision Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Scheduling and Timetabling Solutions