conftrace_

exponential family

124 papers

Explore in graph

Co-occurring keywords

bayesian inference (1907) variational inference (2069) graphical model (864) parameter estimation (274) bregman divergence (81) exponential families (16) kernel methods (1097) maximum likelihood (255) convex optimization (1321) score matching (97)

Papers

Machine Teaching for Bayesian Learners in the Exponential Family NIPS 2013
Conditional Random Fields via Univariate Exponential Families NIPS 2013
Annealing between distributions by averaging moments NIPS 2013
Approximation properties of DBNs with binary hidden units and real-valued visible units ICML 2013
Thompson Sampling for 1-Dimensional Exponential Family Bandits NIPS 2013
Small-Variance Asymptotics for Exponential Family Dirichlet Process Mixture Models NIPS 2012
Graphical Models via Generalized Linear Models NIPS 2012
FastEx: Hash Clustering with Exponential Families NIPS 2012
Generative Kernels for Exponential Families AISTATS 2011
Generalised Coupled Tensor Factorisation NIPS 2011
t-divergence Based Approximate Inference NIPS 2011
Learning Exponential Families in High-Dimensions: Strong Convexity and Sparsity AISTATS 2010
Latent Variable Models for Predicting File Dependencies in Large-Scale Software Development NIPS 2010
Simple Exponential Family PCA AISTATS 2010
Construction of Nonparametric Bayesian Models from Parametric Bayes Equations NIPS 2009
Exponential Family Graph Matching and Ranking NIPS 2009
Supervised Exponential Family Principal Component Analysis via Convex Optimization NIPS 2008
Bayesian Exponential Family PCA NIPS 2008
Dynamic Hierarchical Markov Random Fields for Integrated Web Data Extraction JMLR 2008
Exponential Family Predictive Representations of State NIPS 2007
Local Algorithms for Approximate Inference in Minor-Excluded Graphs NIPS 2007
Learning from Multiple Sources NIPS 2006
Clustering with Bregman Divergences JMLR 2005
Probability Product Kernels JMLR 2004