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Giacomo Meanti
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K-planes: Explicit radiance fields in space, time, and appearance
S Fridovich-Keil, G Meanti, FR Warburg, B Recht, A Kanazawa
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
2742023
Kernel methods through the roof: handling billions of points efficiently
G Meanti, L Carratino, L Rosasco, A Rudi
Advances in Neural Information Processing Systems 33, 14410-14422, 2020
1172020
Frederik Rahbęk Warburg
S Fridovich-Keil, G Meanti
Benjamin Recht, and Angjoo Kanazawa. K-planes: Explicit radiance fields in …, 2023
192023
Efficient hyperparameter tuning for large scale kernel ridge regression
G Meanti, L Carratino, E De Vito, L Rosasco
International Conference on Artificial Intelligence and Statistics, 6554-6572, 2022
162022
Physics informed machine learning for wind speed prediction
D Lagomarsino-Oneto, G Meanti, N Pagliana, A Verri, A Mazzino, ...
Energy 268, 126628, 2023
9*2023
Estimating Koopman operators with sketching to provably learn large scale dynamical systems
G Meanti, A Chatalic, V Kostic, P Novelli, M Pontil, L Rosasco
Advances in Neural Information Processing Systems 36, 2024
82024
Learn fast, segment well: fast object segmentation learning on the icub robot
F Ceola, E Maiettini, G Pasquale, G Meanti, L Rosasco, L Natale
IEEE Transactions on robotics 38 (5), 3154-3172, 2022
52022
Multiclass learning with margin: exponential rates with no bias-variance trade-off
S Vigogna, G Meanti, E De Vito, L Rosasco
International Conference on Machine Learning, 22260-22269, 2022
22022
Large Scale Kernel Methods for Fun and Profit.
G Meanti
University of Genoa, Italy, 2023
2023
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