conftrace_

mixture model

262 papers

Explore in graph

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

Class-prior Estimation for Learning from Positive and Unlabeled Data ACML 2015
Information Geometry and Minimum Description Length Networks ICML 2015
Regularized EM Algorithms: A Unified Framework and Statistical Guarantees NIPS 2015
Adaptive Low-Complexity Sequential Inference for Dirichlet Process Mixture Models NIPS 2015
Streaming Variational Inference for Bayesian Nonparametric Mixture Models AISTATS 2015
Learning Mixtures of Linear Classifiers ICML 2014
Feedforward Learning of Mixture Models NIPS 2014
Incremental Tree-Based Inference with Dependent Normalized Random Measures AISTATS 2014
Uniqueness of Tensor Decompositions with Applications to Polynomial Identifiability COLT 2014
Lower Bounds for the Gibbs Sampler over Mixtures of Gaussians ICML 2014
Learning Mixtures of Discrete Product Distributions using Spectral Decompositions COLT 2014
The Dependent Dirichlet Process Mixture of Objects for Detection-free Tracking and Object Modeling AISTATS 2014
Effective Sampling and Learning for Mallows Models with Pairwise-Preference Data JMLR 2014
Capturing Long-tail Distributions of Object Subcategories CVPR 2014
Spectral Learning of Mixture of Hidden Markov Models NIPS 2014
Learning Mixed Multinomial Logit Model from Ordinal Data NIPS 2014
Von Mises-Fisher Clustering Models ICML 2014
Switchable Deep Network for Pedestrian Detection CVPR 2014
Learning Mixtures of Ranking Models NIPS 2014
Deconvolution of High Dimensional Mixtures via Boosting, with Application to Diffusion-Weighted MRI of Human Brain NIPS 2014
Joint Motion Segmentation and Background Estimation in Dynamic Scenes CVPR 2014
A Hierarchical Probabilistic Model for Facial Feature Detection CVPR 2014
A Mixture of Manhattan Frames: Beyond the Manhattan World CVPR 2014
Clustered factor analysis of multineuronal spike data NIPS 2014
Inconsistency of Pitman-Yor Process Mixtures for the Number of Components JMLR 2014