181 citations · 224 across the 8 of their papers we have counts for
1 paper · 2 filters
Peter L. Bartlett, Olivier Bousquet, Shahar Mendelson
We propose new bounds on the error of learning algorithms in terms of a data-dependent notion of complexity. The estimates we establish give optimal rates and are based on a local…