conftrace_

mixture model

262 papers

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Co-occurring keywords

bayesian inference (1907) dirichlet process (132) variational inference (2069) bayesian nonparametrics (270) expectation maximization (255) parameter estimation (274) unsupervised learning (3264) latent variable model (564) markov chain monte carlo (725) probabilistic modeling (852)

Papers

Using multiple samples to learn mixture models NIPS 2013
A simple example of Dirichlet process mixture inconsistency for the number of components NIPS 2013
Parallel Sampling of DP Mixture Models using Sub-Cluster Splits NIPS 2013
Learning Multiple Behaviors from Unlabeled Demonstrations in a Latent Controller Space ICML 2013
Memoized Online Variational Inference for Dirichlet Process Mixture Models NIPS 2013
Modeling Clutter Perception using Parametric Proto-object Partitioning NIPS 2013
Contrastive Learning Using Spectral Methods NIPS 2013
Parallel Markov Chain Monte Carlo for Nonparametric Mixture Models ICML 2013
On learning parametric-output HMMs ICML 2013
Predictive PAC Learning and Process Decompositions NIPS 2013
Bayesian learning of joint distributions of objects AISTATS 2013
RNADE: The real-valued neural autoregressive density-estimator NIPS 2013
Online Learning of Nonparametric Mixture Models via Sequential Variational Approximation NIPS 2013
Moment-based Uniform Deviation Bounds for $k$-means and Friends NIPS 2013
Segregating Event Streams and Noise with a Markov Renewal Process Model JMLR 2013
Learning Mixtures of Tree Graphical Models NIPS 2012
Augment-and-Conquer Negative Binomial Processes NIPS 2012
Factorized Asymptotic Bayesian Inference for Mixture Modeling AISTATS 2012
A Method of Moments for Mixture Models and Hidden Markov Models COLT 2012
Multiresolution Mixture Modeling using Merging of Mixture Components ACML 2012
Priors for Diversity in Generative Latent Variable Models NIPS 2012
A Conditional Multinomial Mixture Model for Superset Label Learning NIPS 2012
Adaptive Metropolis with Online Relabeling AISTATS 2012
Discriminative Mixtures of Sparse Latent Fields for Risk Management AISTATS 2012
Slice sampling normalized kernel-weighted completely random measure mixture models NIPS 2012