Manifold structured prediction A Rudi, C Ciliberto, GM Marconi, L Rosasco Advances in Neural Information Processing Systems, 5610-5621, 2018 | 21 | 2018 |
Beyond Target Networks: Improving Deep -learning with Functional Regularization A Piché, J Marino, GM Marconi, C Pal, ME Khan | 13 | 2021 |
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 | 8 | 2024 |
Hyperbolic Manifold Regression GM Marconi, L Rosasco, C Ciliberto International Conference on Artificial Intelligence and Statistics, 2570-2580, 2020 | 8 | 2020 |
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 | 3 | 2021 |
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 | 2 | 2021 |
Structured Machine Learning for Robotics G Marconi Università degli studi di Genova, 2020 | | 2020 |