0.25
0.5
0.75
1.25
1.5
1.75
2
Dimension-Free Exponentiated Gradient
Published on Nov 07, 20141721 Views
We present a new online learning algorithm that extends the exponentiated gradient to infinite dimensional spaces. Our analysis shows that the algorithm is implicitly able to estimate the L2 norm of t
Related categories
Chapter list
Dimension-Free Exponentiated Gradient a.k.a. Gradient Descent without any Parameter00:00
Uncostrained Online Learning with Lipschitz Loss01:16
An Improved Lower Bound02:13
Dimension-Free Exponentiated Gradient02:42