Meanti, Giacomo

1. K-Planes: Explicit Radiance Fields in Space, Time, and Appearance
   2023/01/24 by Sara Fridovich-Keil, Fridovich-Keil, Sara, Giacomo Meanti +7 · 92 citations
   Computer Science · #Advanced Vision and Imaging #Image Enhancement Techniques #Computer Graphics and Visualization Techniques
2. Kernel methods through the roof: handling billions of points efficiently
   2020/06/18 by Giacomo Meanti, Meanti, Giacomo, Luigi Carratino +5 · 9 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
3. Estimating Koopman operators with sketching to provably learn large scale dynamical systems
   2023/06/07 by Giacomo Meanti, Meanti, Giacomo, Antoine Chatalic +9 · 3 citations
   Computer Science · Physics and Astronomy · #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Model Reduction and Neural Networks #Neural Networks and Applications
4. Efficient Hyperparameter Tuning for Large Scale Kernel Ridge Regression
   2022/01/17 by Meanti, Giacomo, Carratino, Luigi, De Vito, Ernesto +1 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Fast and Fourier Features for Transfer Learning of Interatomic Potentials
   2025/05/08 by Pietro Novelli, Giacomo Meanti, Novelli, Pietro +10 · 3 citations
   Materials Science · Physics and Astronomy · #Advanced Chemical Physics Studies #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Machine Learning in Materials Science #Quantum many-body systems