114 citations · 379 across the 34 of their papers we have counts for
Showing 2012Show all
2 papers · 1 filter
cs.IT2012★ 3 cited
Partition Tree Weighting
Joel Veness, Martha White, Michael Bowling +1
This paper introduces the Partition Tree Weighting technique, an efficient meta-algorithm for piecewise stationary sources. The technique works by performing Bayesian model averagi…
cs.LG2012★ 9 cited
A Randomized Mirror Descent Algorithm for Large Scale Multiple Kernel Learning
Arash Afkanpour, András György, Csaba Szepesvári +1
We consider the problem of simultaneously learning to linearly combine a very large number of kernels and learn a good predictor based on the learnt kernel. When the number of kern…