Meanti, Giacomo

7 publications

NeurIPS 2025 MAP Estimation with Denoisers: Convergence Rates and Guarantees Scott Pesme, Giacomo Meanti, Michael Arbel, Julien Mairal

ICCV 2025 Unsupervised Imaging Inverse Problems with Diffusion Distribution Matching Giacomo Meanti, Thomas Ryckeboer, Michael Arbel, Julien Mairal

NeurIPS 2023 Estimating Koopman Operators with Sketching to Provably Learn Large Scale Dynamical Systems Giacomo Meanti, Antoine Chatalic, Vladimir Kostic, Pietro Novelli, Massimiliano Pontil, Lorenzo Rosasco

CVPR 2023 K-Planes: Explicit Radiance Fields in Space, Time, and Appearance Sara Fridovich-Keil, Giacomo Meanti, Frederik Rahbæk Warburg, Benjamin Recht, Angjoo Kanazawa

AISTATS 2022 Efficient Hyperparameter Tuning for Large Scale Kernel Ridge Regression Giacomo Meanti, Luigi Carratino, Ernesto De Vito, Lorenzo Rosasco

ICML 2022 Multiclass Learning with Margin: Exponential Rates with No Bias-Variance Trade-Off Stefano Vigogna, Giacomo Meanti, Ernesto De Vito, Lorenzo Rosasco

NeurIPS 2020 Kernel Methods Through the Roof: Handling Billions of Points Efficiently Giacomo Meanti, Luigi Carratino, Lorenzo Rosasco, Alessandro Rudi