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Gian Maria Marconi
Gian Maria Marconi
Machine Learning Research Engineer, Woven by Toyota
Verified email at woven.toyota
Title
Cited by
Cited by
Year
Manifold structured prediction
A Rudi, C Ciliberto, GM Marconi, L Rosasco
Advances in Neural Information Processing Systems, 5610-5621, 2018
212018
Beyond Target Networks: Improving Deep -learning with Functional Regularization
A Piché, J Marino, GM Marconi, C Pal, ME Khan
132021
Variational learning is effective for large deep networks
Y Shen, N Daheim, B Cong, P Nickl, GM Marconi, C Bazan, R Yokota, ...
arXiv preprint arXiv:2402.17641, 2024
82024
Hyperbolic Manifold Regression
GM Marconi, L Rosasco, C Ciliberto
International Conference on Artificial Intelligence and Statistics, 2570-2580, 2020
82020
Structured prediction for CRiSP inverse kinematics learning with misspecified robot models
GM Marconi, R Camoriano, L Rosasco, C Ciliberto
IEEE Robotics and Automation Letters 6 (3), 5650-5657, 2021
32021
Bridging the gap between target networks and functional regularization
A Piché, V Thomas, R Pardinas, J Marino, GM Marconi, C Pal, ME Khan
arXiv preprint arXiv:2106.02613, 2021
22021
Structured Machine Learning for Robotics
G Marconi
Università degli studi di Genova, 2020
2020
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