Carlo Ciliberto

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Papers (18)

1. Sinkhorn Barycenters with Free Support via Frank-Wolfe Algorithm stat.ML · 2019 · author #4
2. Random Expert Distillation: Imitation Learning via Expert Policy Support Estimation cs.LG · 2019 · author #2
3. Learning-to-Learn Stochastic Gradient Descent with Biased Regularization cs.LG · 2019 · author #2
4. Leveraging Low-Rank Relations Between Surrogate Tasks in Structured Prediction cs.LG · 2019 · author #4
5. Manifold Structured Prediction stat.ML · 2018 · author #2
6. Localized Structured Prediction stat.ML · 2018 · author #1
7. Differential Properties of Sinkhorn Approximation for Learning with Wasserstein Distance stat.ML · 2018 · author #4
8. Incremental Learning-to-Learn with Statistical Guarantees stat.ML · 2018 · author #2
9. Quantum machine learning: a classical perspective quant-ph · 2017 · author #1
10. Reexamining Low Rank Matrix Factorization for Trace Norm Regularization cs.LG · 2017 · author #1
11. Consistent Multitask Learning with Nonlinear Output Relations cs.LG · 2017 · author #1
12. A Consistent Regularization Approach for Structured Prediction cs.LG · 2016 · author #1
13. Incremental Robot Learning of New Objects with Fixed Update Time stat.ML · 2016 · author #3
14. Enabling Depth-driven Visual Attention on the iCub Humanoid Robot: Instructions for Use and New Perspectives cs.RO · 2015 · author #3
15. Real-world Object Recognition with Off-the-shelf Deep Conv Nets: How Many Objects can iCub Learn? cs.RO · 2015 · author #2
16. Learning Multiple Visual Tasks while Discovering their Structure cs.LG · 2015 · author #1
17. Convex Learning of Multiple Tasks and their Structure cs.LG · 2015 · author #1
18. iCub World: Friendly Robots Help Building Good Vision Data-Sets cs.CV · 2013 · author #2

Mentions

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Frequent Coauthors

• Lorenzo Rosasco 9 shared papers
• Massimiliano Pontil 8 shared papers
• Alessandro Rudi 5 shared papers
• Lorenzo Natale 4 shared papers
• Dimitris Stamos 3 shared papers
• Giulia Luise 3 shared papers
• Giulia Pasquale 3 shared papers
• Francesca Odone 2 shared papers
• Giorgio Metta 2 shared papers
• Giulia Denevi 2 shared papers
• Alessandro Davide Ialongo 1 shared papers
• Andrea Rocchetto 1 shared papers
• Francis Bach 1 shared papers
• Gian Maria Marconi 1 shared papers
• Leonard Wossnig 1 shared papers
• Mark Herbster 1 shared papers
• Matteo Santoro 1 shared papers
• Pierluigi Amadori 1 shared papers
• Raffaello Camoriano 1 shared papers
• Riccardo Grazzi 1 shared papers