748 citations · 1.7k across the 33 of their papers we have counts for
Showing 2012Show all
3 papers · 1 filter
cs.LG2012★ 4 cited
Learning curves for multi-task Gaussian process regression
Simon R. F. Ashton, Peter Sollich
We study the average case performance of multi-task Gaussian process (GP) regression as captured in the learning curve, i.e. the average Bayes error for a chosen task versus the to…
cond-mat.stat-mech2012★ 34 cited
Singular features in noise-induced transport with dry friction
Adrian Baule, Peter Sollich
We present an exactly solvable nonlinear model for the directed motion of an object due to zero-mean fluctuations on a uniform featureless surface. Directed motion results from the…
cond-mat.soft2012
The first jamming crossover: geometric and mechanical features
M. Pica Ciamarra, P. Sollich
The jamming transition characterizes athermal systems of particles interacting via finite range repulsive potentials, and occurs on increasing the density when particles cannot avo…