516 citations · 921 across the 41 of their papers we have counts for
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cs.LG2016★ 33 cited
A Consistent Regularization Approach for Structured Prediction
Carlo Ciliberto, Alessandro Rudi, Lorenzo Rosasco
We propose and analyze a regularization approach for structured prediction problems. We characterize a large class of loss functions that allows to naturally embed structured outpu…
stat.ML2016
Incremental Robot Learning of New Objects with Fixed Update Time
Raffaello Camoriano, Giulia Pasquale, Carlo Ciliberto +3
We consider object recognition in the context of lifelong learning, where a robotic agent learns to discriminate between a growing number of object classes as it accumulates experi…