Statements (55)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:Person
|
| gptkbp:affiliation |
gptkb:Columbia_University
|
| gptkbp:birth_place |
gptkb:United_States
|
| gptkbp:education |
Ph D in Computer Science
|
| gptkbp:field |
gptkb:computer_science
statistics |
| gptkbp:has_award |
gptkb:ACM_SIGKDD_Innovation_Award
|
| gptkbp:has_publications |
gptkb:Probabilistic_Graphical_Models
gptkb:The_Hierarchical_Dirichlet_Process gptkb:Bayesian_Nonparametric_Topic_Models gptkb:Latent_Dirichlet_Allocation Variational Inference Bayesian Methods for Machine Learning Dynamic Topic Models Hierarchical Topic Models Probabilistic Topic Models Statistical Methods for Text Mining Bayesian Methods for Data Analysis Bayesian Methods for Data Mining Bayesian Methods for Statistical Inference Bayesian Methods for Statistical Learning Bayesian Methods for Statistical Modeling Bayesian Nonparametric Models Latent Variable Models for Text Data Scalable Inference for Latent Dirichlet Allocation Statistical Models for Text Data The Infinite Hidden Markov Model Bayesian Methods for Statistical Inference and Analysis Bayesian Methods for Statistical Learning and Analysis Bayesian Methods for Machine Learning and Data Mining Bayesian Methods for Statistical Modeling and Learning Collaborative Topic Modeling for Recommender Systems A Survey of Topic Modeling in Text Mining Bayesian Analysis of Latent Variable Models Bayesian Inference for Topic Models Modeling Document Collections with Topic Models Nonparametric Bayesian Methods for Topic Modeling Probabilistic Models for Text Mining Statistical Learning for Text Data The LDA Model and Its Applications Topic Modeling with LDA Bayesian Methods for Statistical Analysis and Learning Bayesian Methods for Statistical Learning and Inference and Analysis A Tutorial on Variational Methods for Bayesian Inference Bayesian Methods for Statistical Learning and Inference Bayesian Methods for Statistical Inference and Learning Bayesian Methods for Statistical Learning and Modeling |
| https://www.w3.org/2000/01/rdf-schema#label |
David Blei
|
| gptkbp:influenced_by |
gptkb:David_M._Blei
gptkb:David_Dunson |
| gptkbp:known_for |
gptkb:machine_learning
topic modeling |
| gptkbp:title |
Probabilistic Models of Text and Document Collections
|
| gptkbp:bfsParent |
gptkb:Michael_I._Jordan
|
| gptkbp:bfsLayer |
3
|