Carlo Ciliberto
- Learning Dynamical Systems via Koopman Operator Regression in Reproducing Kernel Hilbert Spaces
2022/05/27 by Vladimir R. Kostic, Pietro Novelli, Kostic, Vladimir +9 · 14 citations
Computer Science · Engineering · Physics and Astronomy · #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Fluid Dynamics and Turbulent Flows #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Model Reduction and Neural Networks
- Learning Multiple Visual Tasks while Discovering their Structure
2015/04/13 by Carlo Ciliberto, Ciliberto, Carlo, Lorenzo Rosasco +3 · 3 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques
- The Advantage of Conditional Meta-Learning for Biased Regularization and Fine-Tuning
2020/08/25 by Giulia Denevi, Massimiliano Pontil, Denevi, Giulia +3 · 1 citation
Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Sparse and Compressive Sensing Techniques
- Modular Adaptive Policy Selection for Multi-Task Imitation Learning through Task Division
2022/03/28 by Dafni Antotsiou, Antotsiou, Dafni, Carlo Ciliberto +3 · 1 citation
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition