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density estimation

397 papers

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Also known as

KL

Co-occurring keywords

normalizing flow (354) generative model (2889) crowd counting (101) variational inference (2069) unsupervised learning (3255) anomaly detection (740) autoregressive model (453) bayesian inference (1904) neural network (6616) variational autoencoder (1282)

Papers

Learning a Metric Space for Neighbourhood Topology Estimation: Application to Manifold Learning ACML 2013
Fully-Connected CRFs with Non-Parametric Pairwise Potential CVPR 2013
A simple example of Dirichlet process mixture inconsistency for the number of components NIPS 2013
Robust Low Rank Kernel Embeddings of Multivariate Distributions NIPS 2013
Scoring anomalies: a M-estimation formulation AISTATS 2013
Persistent Homology for Learning Densities with Bounded Support NIPS 2012
The Time-Marginalized Coalescent Prior for Hierarchical Clustering NIPS 2012
Exponential Concentration for Mutual Information Estimation with Application to Forests NIPS 2012
Density-Difference Estimation NIPS 2012
Semiparametric Pseudo-Likelihood Estimation in Markov Random Fields AISTATS 2012
Local Kernel Density Ratio-Based Feature Selection for Outlier Detection ACML 2012
Semi-Supervised Domain Adaptation with Non-Parametric Copulas NIPS 2012
Learning High-Density Regions for a Generalized Kolmogorov-Smirnov Test in High-Dimensional Data NIPS 2012
Scalable Training of Mixture Models via Coresets NIPS 2011
Dirichlet Process Mixtures of Generalized Linear Models JMLR 2011
The Neural Autoregressive Distribution Estimator AISTATS 2011
Quadratic Weighted Automata:Spectral Algorithm and Likelihood Maximization ACML 2011
Discussion of “The Neural Autoregressive Distribution Estimator” AISTATS 2011
Bagged Structure Learning of Bayesian Network AISTATS 2011
Bounds on Individual Risk for Log-loss Predictors COLT 2011
Forest Density Estimation JMLR 2011
Semi-Supervised Novelty Detection JMLR 2010
Learning To Count Objects in Images NIPS 2010
Noise-contrastive estimation: A new estimation principle for unnormalized statistical models AISTATS 2010
Regularized estimation of image statistics by Score Matching NIPS 2010