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Learning Topic Models by Belief Propagation
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/3-540-36755-1_3openalex-snapshot
Variational Extensions to EM and Multinomial PCA
inferredcites →https://doi.org/10.1007/978-0-387-45528-0openalex-snapshot
Pattern Recognition and Machine Learning
inferredcites →https://doi.org/10.1007/978-4-431-67044-5openalex-snapshot
Markov Random Field Modeling in Image Analysis
inferredcites →https://doi.org/10.1016/j.patcog.2008.06.006openalex-snapshot
Type-2 fuzzy Gaussian mixture models
inferredcites →https://doi.org/10.1023/a:1007617005950openalex-snapshot
Unsupervised Learning by Probabilistic Latent Semantic Analysis
inferredcites →https://doi.org/10.1023/a:1009953814988openalex-snapshot
Automating the Construction of Internet Portals with Machine Learning
inferredcites →https://doi.org/10.1038/44565openalex-snapshot
Learning the parts of objects by non-negative matrix factorization
inferredcites →https://doi.org/10.1093/bioinformatics/btp338openalex-snapshot
Enhancing MEDLINE document clustering by incorporating MeSH semantic similarity
inferredcites →https://doi.org/10.1109/18.910572openalex-snapshot
Factor graphs and the sum-product algorithm
inferredcites →https://doi.org/10.1109/34.868688openalex-snapshot
Normalized cuts and image segmentation
inferredcites →https://doi.org/10.1109/cvpr.2007.383072openalex-snapshot
Unsupervised Activity Perception by Hierarchical Bayesian Models
inferredcites →https://doi.org/10.1109/iccv.2003.1238444openalex-snapshot
Comparison of graph cuts with belief propagation for stereo, using identical MRF parameters
inferredcites →https://doi.org/10.1109/tfuzz.2006.876366openalex-snapshot
Type-2 fuzzy hidden Markov models and their application to speech recognition
inferredcites →https://doi.org/10.1109/tfuzz.2007.905916openalex-snapshot
Type-2 Fuzzy Markov Random Fields and Their Application to Handwritten Chinese Character Recognition
inferredcites →https://doi.org/10.1109/tpami.2006.233openalex-snapshot
Random Walks for Image Segmentation
inferredcites →https://doi.org/10.1109/tpami.2007.70734openalex-snapshot
Markov Random Field-Based Statistical Character Structure Modeling for Handwritten Chinese Character Recognition
inferredcites →https://doi.org/10.1109/tpami.2008.87openalex-snapshot
Unsupervised Activity Perception in Crowded and Complicated Scenes Using Hierarchical Bayesian Models
inferredcites →https://doi.org/10.1109/tpami.2009.125openalex-snapshot
Hierarchical Bayesian Modeling of Topics in Time-Stamped Documents
inferredcites →https://doi.org/10.1109/wi-iat.2010.20openalex-snapshot
Coauthor Network Topic Models with Application to Expert Finding
inferredcites →https://doi.org/10.1111/j.2517-6161.1977.tb01600.xopenalex-snapshot
Maximum Likelihood from Incomplete Data Via the EM Algorithm
inferredcites →https://doi.org/10.1117/1.2819119openalex-snapshot
Book Review: Pattern Recognition and Machine Learning
inferredcites →https://doi.org/10.1126/science.1136800openalex-snapshot
Clustering by Passing Messages Between Data Points
inferredcites →https://doi.org/10.1145/1401890.1401960openalex-snapshot
Fast collapsed gibbs sampling for latent dirichlet allocation
inferredcites →https://doi.org/10.1214/09-aoas309openalex-snapshot
Hierarchical relational models for document networks
inferredcites →https://doi.org/10.21236/ada629956openalex-snapshot
A Collapsed Variational Bayesian Inference Algorithm for Latent Dirichlet Allocation
inferredcites →https://doi.org/10.48550/arxiv.1107.3765openalex-snapshot
Using Variational Inference and MapReduce to Scale Topic Modeling
inferredcites →https://doi.org/10.48550/arxiv.1109.5370openalex-snapshot
Higher-Order Markov Tag-Topic Models for Tagged Documents and Images
inferredcites →https://doi.org/10.48550/arxiv.1201.0838openalex-snapshot
A Topic Modeling Toolbox Using Belief Propagation
inferredcites →https://doi.org/10.48550/arxiv.1205.2662openalex-snapshot
On Smoothing and Inference for Topic Models
inferredcites →https://doi.org/10.5555/1036843.1036902openalex-snapshot
The author-topic model for authors and documents
inferredcites →https://doi.org/10.7551/mitpress/1120.003.0082openalex-snapshot
Latent Dirichlet Allocation
inferredcites →https://doi.org/10.7551/mitpress/7503.003.0174openalex-snapshot
A Collapsed Variational Bayesian Inference Algorithm for Latent Dirichlet Allocation
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1002/asi.23374openalex-snapshot
Descriptive document clustering via discriminant learning in a co‐embedded space of multilevel similarities
inferred← citeshttps://doi.org/10.1002/cpe.5054openalex-snapshot
Topic extraction using local graph centrality and semantic similarity
inferred← citeshttps://doi.org/10.1007/978-3-030-01298-4_31openalex-snapshot
Inferring Social Ties from Multi-view Spatiotemporal Co-occurrence
inferred← citeshttps://doi.org/10.1007/978-3-031-10461-9_50openalex-snapshot
ALBU: An Approximate Loopy Belief Message Passing Algorithm for LDA for Small Data Sets
inferred← citeshttps://doi.org/10.1007/978-3-031-18344-7_38openalex-snapshot
SimLDA: A Tool for Topic Model Evaluation
inferred← citeshttps://doi.org/10.1007/978-3-319-06605-9_25openalex-snapshot
Finding Better Topics: Features, Priors and Constraints
inferred← citeshttps://doi.org/10.1007/978-3-319-18032-8_53openalex-snapshot
A Comparative Study on Parallel LDA Algorithms in MapReduce Framework
inferred← citeshttps://doi.org/10.1007/978-3-319-25255-1_2openalex-snapshot
An Online Inference Algorithm for Labeled Latent Dirichlet Allocation
inferred← citeshttps://doi.org/10.1007/978-3-642-35527-1_61openalex-snapshot
Residual Belief Propagation for Topic Modeling
inferred← citeshttps://doi.org/10.1007/978-3-662-44690-4_7openalex-snapshot
Type-2 Fuzzy Topic Models
inferred← citeshttps://doi.org/10.1007/978-981-13-0776-8_1openalex-snapshot
Classification of Medical Dataset Along with Topic Modeling Using LDA
inferred← citeshttps://doi.org/10.1007/s00500-014-1376-8openalex-snapshot
Communication-efficient algorithms for parallel latent Dirichlet allocation
inferred← citeshttps://doi.org/10.1007/s00500-014-1384-8openalex-snapshot
Learning topic of dynamic scene using belief propagation and weighted visual words approach
inferred← citeshttps://doi.org/10.1007/s11042-014-1924-3openalex-snapshot
Sequential Markov random fields for human body parts tracking
inferred← citeshttps://doi.org/10.1007/s11704-013-2360-7openalex-snapshot
Online belief propagation algorithm for probabilistic latent semantic analysis
inferred← citeshttps://doi.org/10.1007/s41095-018-0110-3openalex-snapshot
Knowledge graph construction with structure and parameter learning for indoor scene design
inferred← citeshttps://doi.org/10.1016/j.joitmc.2025.100544openalex-snapshot
A framework for social media analytics in textile business circularity for effective digital marketing
inferred← citeshttps://doi.org/10.1016/j.knosys.2019.06.020openalex-snapshot
Topic model with incremental vocabulary based on Belief Propagation
inferred← citeshttps://doi.org/10.1016/j.neucom.2018.01.030openalex-snapshot
Locally weighted embedding topic modeling by markov random walk structure approximation and sparse regularization
inferred← citeshttps://doi.org/10.1016/j.patcog.2015.08.015openalex-snapshot
Ensemble clustering using factor graph
inferred← citeshttps://doi.org/10.1080/13876988.2025.2551038openalex-snapshot
Policy Narratives’ Salience: A Comparative Analysis of Artificial Intelligence Policy Responsiveness to Public Attention in China and the United States
inferred← citeshttps://doi.org/10.1109/iccwamtip47768.2019.9067737openalex-snapshot
Window-Based Topic Model for HDP
inferred← citeshttps://doi.org/10.1109/pic.2016.7949504openalex-snapshot
News hotspots detection and tracking based on LDA topic model
inferred← citeshttps://doi.org/10.1109/raaicon69033.2025.11502077openalex-snapshot
Real-Time Review Analysis with a Sentiment-Integrated Hybrid LDA Approach
inferred← citeshttps://doi.org/10.1109/smc.2013.362openalex-snapshot
Discovering User Preference from Folksonomy
inferred← citeshttps://doi.org/10.1109/tbdata.2021.3104005openalex-snapshot
A Joint Community Detection Model: Integrating Directed and Undirected Probabilistic Graphical Models via Factor Graph With Attention Mechanism
inferred← citeshttps://doi.org/10.1109/tfuzz.2014.2370678openalex-snapshot
Type-2 Fuzzy Topic Models for Human Action Recognition
inferred← citeshttps://doi.org/10.1109/tgrs.2017.2700951openalex-snapshot
Polarimetric SAR Image Factorization
inferred← citeshttps://doi.org/10.1109/tkde.2015.2492565openalex-snapshot
Fast Online EM for Big Topic Modeling
inferred← citeshttps://doi.org/10.1109/tkde.2021.3104155openalex-snapshot
A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning
inferred← citeshttps://doi.org/10.1109/tmm.2014.2307692openalex-snapshot
Variational Bayesian Methods For Multimedia Problems
inferred← citeshttps://doi.org/10.1109/uemcon.2016.7777818openalex-snapshot
Expectation-maximization algorithm for topic modeling on big data streams
inferred← citeshttps://doi.org/10.1145/2566486.2567965openalex-snapshot
Fast topic discovery from web search streams
inferred← citeshttps://doi.org/10.1145/2723372.2742794openalex-snapshot
Telco Churn Prediction with Big Data
inferred← citeshttps://doi.org/10.1145/2736277.2741106openalex-snapshot
Scalable Parallel EM Algorithms for Latent Dirichlet Allocation in Multi-Core Systems
inferred← citeshttps://doi.org/10.1145/2856057openalex-snapshot
Telco User Activity Level Prediction with Massive Mobile Broadband Data
inferred← citeshttps://doi.org/10.1145/2873055openalex-snapshot
Joint Modeling of User Check-in Behaviors for Real-time Point-of-Interest Recommendation
inferred← citeshttps://doi.org/10.1186/1471-2105-16-s1-s4openalex-snapshot
Estimating copy numbers of alleles from population-scale high-throughput sequencing data
inferred← citeshttps://doi.org/10.1186/s12911-022-01747-3openalex-snapshot
Prediction and risk stratification from hospital discharge records based on Hierarchical sLDA
inferred← citeshttps://doi.org/10.13140/rg.2.2.22951.04003openalex-snapshot
Online Bayesian Learning in Probabilistic Graphical Models using Moment Matching with Applications
inferred← citeshttps://doi.org/10.1371/journal.pone.0146672openalex-snapshot
Locally Embedding Autoencoders: A Semi-Supervised Manifold Learning Approach of Document Representation
inferred← citeshttps://doi.org/10.18151/7217310openalex-snapshot
Privacy on Reddit? Towards Large-scale User Classification
inferred← citeshttps://doi.org/10.21203/rs.3.rs-2270727/v1openalex-snapshot
an Online Topic Diffusion Prediction Approach on Heterogeneous Social Networks
inferred← citeshttps://doi.org/10.24963/ijcai.2019/347openalex-snapshot
Learning Topic Models by Neighborhood Aggregation
inferred← citeshttps://doi.org/10.24963/ijcai.2019/794openalex-snapshot
An End-to-End Community Detection Model: Integrating LDA into Markov Random Field via Factor Graph
inferred← citeshttps://doi.org/10.3233/ida-194528openalex-snapshot
Unsupervised learning of textual pattern based on Propagation in Bipartite Graph
inferred← citeshttps://doi.org/10.33140/jrar.04.01.04openalex-snapshot
An Online Topic Diffusion Prediction Approach on Heterogeneous Social Networks
inferred← citeshttps://doi.org/10.48550/arxiv.1109.5370openalex-snapshot
Higher-Order Markov Tag-Topic Models for Tagged Documents and Images
inferred← citeshttps://doi.org/10.48550/arxiv.1201.0838openalex-snapshot
A Topic Modeling Toolbox Using Belief Propagation
inferred← citeshttps://doi.org/10.48550/arxiv.1204.0170openalex-snapshot
A New Approach to Speeding Up Topic Modeling
inferred← citeshttps://doi.org/10.48550/arxiv.1206.1147openalex-snapshot
Memory-Efficient Topic Modeling
inferred← citeshttps://doi.org/10.48550/arxiv.1206.2190openalex-snapshot
Communication-Efficient Parallel Belief Propagation for Latent Dirichlet Allocation
inferred← citeshttps://doi.org/10.48550/arxiv.1405.4402openalex-snapshot
Towards Topic Modeling for Big Data
inferred← citeshttps://doi.org/10.48550/arxiv.2110.00635openalex-snapshot
ALBU: An approximate Loopy Belief message passing algorithm for LDA to improve performance on small data sets
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