2 papers
cs.SI2018
Effective Resistance-based Germination of Seed Sets for Community Detection
Jonathan Eskreis-Winkler, Risi Kondor
Community detection is, at its core, an attempt to attach an interpretable function to an otherwise indecipherable form. The importance of labeling communities has obvious implicat…
stat.ML2017
Multiresolution Kernel Approximation for Gaussian Process Regression
Yi Ding, Risi Kondor, Jonathan Eskreis-Winkler
Gaussian process regression generally does not scale to beyond a few thousands data points without applying some sort of kernel approximation method. Most approximations focus on t…