conftrace_

bregman divergence

81 papers

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Co-occurring keywords

exponential family (124) mirror descent (148) convex optimization (1321) clustering algorithm (206) convergence rate (607) k-means clustering (235) loss function (462) cross-entropy loss (151) density ratio estimation (48) proper scoring rule (24)

Papers

On the Reliability of Clustering Stability in the Large Sample Regime NIPS 2008

Bayesian Quadratic Discriminant Analysis JMLR 2007

A Generalized Maximum Entropy Approach to Bregman Co-clustering and Matrix Approximation JMLR 2007

Maximum Entropy Density Estimation with Generalized Regularization and an Application to Species Distribution Modeling JMLR 2007

Differential Entropic Clustering of Multivariate Gaussians NIPS 2006

Clustering with Bregman Divergences JMLR 2005