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

User-Dependent Neural Sequence Models for Continuous-Time Event Data NIPS 2020
A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer’s Type ACL 2020
Causal Structure Discovery from Distributions Arising from Mixtures of DAGs ICML 2020
Decontamination of Mutual Contamination Models JMLR 2019
Alleviating Label Switching with Optimal Transport NIPS 2019
Global Convergence of Least Squares EM for Demixing Two Log-Concave Densities NIPS 2019
Scalable Structure Learning of Continuous-Time Bayesian Networks from Incomplete Data NIPS 2019
Nonlinear Stein Variational Gradient Descent for Learning Diversified Mixture Models ICML 2019
Joint Syntax Representation Learning and Visual Cue Translation for Video Captioning ICCV 2019
Unsupervised Label Noise Modeling and Loss Correction ICML 2019
Global Convergence of the EM Algorithm for Mixtures of Two Component Linear Regression COLT 2019
Robust Point Cloud Based Reconstruction of Large-Scale Outdoor Scenes CVPR 2019
Learning Mixtures of Plackett-Luce Models from Structured Partial Orders NIPS 2019
Online Variance Reduction with Mixtures ICML 2019
Estimation of Non-Normalized Mixture Models AISTATS 2019
Learning Plackett-Luce Mixtures from Partial Preferences AAAI 2019
Extreme Stochastic Variational Inference: Distributed Inference for Large Scale Mixture Models AISTATS 2019
Hierarchical Decompositional Mixtures of Variational Autoencoders ICML 2019
Envy-Free Classification NIPS 2019
Universal Boosting Variational Inference NIPS 2019
Learning Mixtures of Smooth Product Distributions: Identifiability and Algorithm AISTATS 2019
Comparing EM with GD in Mixture Models of Two Components UAI 2019
DyS: A Framework for Mixture Models in Quantification AAAI 2019
Exemplar Based Mixture Models with Censored Data ACML 2019
Word and Document Embedding with vMF-Mixture Priors on Context Word Vectors ACL 2019