106 citations · 525 across the 44 of their papers we have counts for
Showing 2013Show all
2 papers · 1 filter
cs.LG2013★ 10 cited
On Measure Concentration of Random Maximum A-Posteriori Perturbations
Francesco Orabona, Tamir Hazan, Anand D. Sarwate +1
The maximum a-posteriori (MAP) perturbation framework has emerged as a useful approach for inference and learning in high dimensional complex models. By maximizing a randomly pertu…
cs.LG2013★ 8 cited
A Generalized Online Mirror Descent with Applications to Classification and Regression
Francesco Orabona, Koby Crammer, Nicolò Cesa-Bianchi
Online learning algorithms are fast, memory-efficient, easy to implement, and applicable to many prediction problems, including classification, regression, and ranking. Several onl…