| Bilevel programming for hyperparameter optimization and meta-learning L Franceschi, P Frasconi, S Salzo, R Grazzi, M Pontil arXiv preprint arXiv:1806.04910, 2018 | 153 | 2018 |
| Forward and reverse gradient-based hyperparameter optimization L Franceschi, M Donini, P Frasconi, M Pontil arXiv preprint arXiv:1703.01785, 2017 | 104 | 2017 |
| Learning discrete structures for graph neural networks L Franceschi, M Niepert, M Pontil, X He arXiv preprint arXiv:1903.11960, 2019 | 42 | 2019 |
| Fast and continuous foothold adaptation for dynamic locomotion through cnns OAV Magana, V Barasuol, M Camurri, L Franceschi, M Focchi, M Pontil, ... IEEE Robotics and Automation Letters 4 (2), 2140-2147, 2019 | 22* | 2019 |
| A bridge between hyperparameter optimization and learning-to-learn L Franceschi, M Donini, P Frasconi, M Pontil arXiv preprint arXiv:1712.06283, 2017 | 8 | 2017 |
| Fast and continuous foothold adaptation for dynamic locomotion through convolutional neural networks O Villarreal, V Barasuol, M Camurri, M Focchi, L Franceschi, M Pontil, ... arXiv, 2019 | 3 | 2019 |
| A Speaker Adaptive DNN Training Approach for Speaker-independent Acoustic Inversion L Badino, L Franceschi, R Arora, M Donini, M Pontil Proc. Interspeech 2017, 984-988, 2017 | 3 | 2017 |
| On the iteration complexity of hypergradient computation R Grazzi, L Franceschi, M Pontil, S Salzo International Conference on Machine Learning, 3748-3758, 2020 | 2 | 2020 |
| MARTHE: Scheduling the Learning Rate Via Online Hypergradients M Donini, L Franceschi, O Majumder, M Pontil, P Frasconi Proceedings of the 29th International Joint Conference on Artificial …, 2020 | 2* | 2020 |
| Deep convolutional terrain assessment for visual reactive footstep correction on dynamic legged robots O Villarreal, V Barasuol, M Camurri, M Focchi, L Franceschi, M Pontil, ... IROS 2018 Workshop: Machine Learning in Robot Motion Planning, 2018 | 1 | 2018 |
| On hyperparameter optimization in learning systems L Franceschi, M Donini, P Frasconi, M Pontil | 1 | 2017 |
| Far-HO: A Bilevel Programming Package for Hyperparameter Optimization and Meta-Learning L Franceschi, R Grazzi, M Pontil, S Salzo, P Frasconi arXiv preprint arXiv:1806.04941, 2018 | | 2018 |
Massimiliano PontilIstituto Italiano di Tecnologia & University College LondonVerified email at iit.it
