156 citations · 950 across the 61 of their papers we have counts for
Showing 2014Show all
2 papers · 1 filter
cs.LG2014★ 1 cited
PAC-Bayes Analysis of Multi-view Learning
Shiliang Sun, John Shawe-Taylor, Liang Mao
This paper presents eight PAC-Bayes bounds to analyze the generalization performance of multi-view classifiers. These bounds adopt data dependent Gaussian priors which emphasize cl…
stat.ML2014
Retrieval of Experiments by Efficient Estimation of Marginal Likelihood
Sohan Seth, John Shawe-Taylor, Samuel Kaski
We study the task of retrieving relevant experiments given a query experiment. By experiment, we mean a collection of measurements from a set of `covariates' and the associated `ou…