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bregman divergence

97 papers

Papers

Strong Coresets for Hard and Soft Bregman Clustering with Applications to Exponential Family Mixtures AISTATS 2016 A Market Framework for Eliciting Private Data NeurIPS 2015 KL Divergence Based Agglomerative Clustering for Automated Vitiligo Grading CVPR 2015 Bregman Alternating Direction Method of Multipliers NeurIPS 2014 Bregman Divergences for Infinite Dimensional Covariance Matrices CVPR 2014 A Characterization of Scoring Rules for Linear Properties COLT 2012 Generalized Optimal Reverse Prediction AISTATS 2012 Small-Variance Asymptotics for Exponential Family Dirichlet Process Mixture Models NeurIPS 2012 Submodular-Bregman and the Lovász-Bregman Divergences with Applications NeurIPS 2012 Information, Divergence and Risk for Binary Experiments JMLR 2011 Online Learning of Multiple Tasks and Their Relationships AISTATS 2011 Message-passing for Graph-structured Linear Programs: Proximal Methods and Rounding Schemes JMLR 2010 Multiple Kernel Learning and the SMO Algorithm NeurIPS 2010 Efficient Bregman Range Search NeurIPS 2009 Learning Bregman Distance Functions and Its Application for Semi-Supervised Clustering NeurIPS 2009 Low-Rank Kernel Learning with Bregman Matrix Divergences JMLR 2009 On the Reliability of Clustering Stability in the Large Sample Regime NeurIPS 2008 A Generalized Maximum Entropy Approach to Bregman Co-clustering and Matrix Approximation JMLR 2007 Bayesian Quadratic Discriminant Analysis JMLR 2007 Maximum Entropy Density Estimation with Generalized Regularization and an Application to Species Distribution Modeling JMLR 2007 Differential Entropic Clustering of Multivariate Gaussians NeurIPS 2006 Clustering with Bregman Divergences JMLR 2005