Carlo Ciliberto

Differential Properties of Sinkhorn Approximation for Learning with Wasserstein Distance

Giulia Luise, Alessandro Rudi, Massimiliano Pontil et al. · arXiv (Cornell University) · 2018 · 75 citations · Full text

Mathematical Programming, Engineering, Machine Learning +16

Active perception: Building objects' models using tactile exploration

Nawid Jamali, Carlo Ciliberto, Lorenzo Rosasco et al. · 2016 · 57 citations

Haptic Feedback, Engineering, Machine Learning +21

Object identification from few examples by improving the invariance of a Deep Convolutional Neural Network

Giulia Pasquale, Carlo Ciliberto, Lorenzo Rosasco et al. · 2016 · 49 citations

Geometric Learning, Convolutional Neural Network, Engineering +18

Are we done with object recognition? The iCub robot’s perspective

Giulia Pasquale, Carlo Ciliberto, Francesca Odone et al. · Robotics and Autonomous Systems · 2018 · 46 citations · Full text

Artificial Intelligence, Cognitive Science, Machine Vision +11

Learning-to-Learn Stochastic Gradient Descent with Biased Regularization

Giulia Denevi, Carlo Ciliberto, Riccardo Grazzi et al. · arXiv (Cornell University) · 2019 · 43 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16