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Education Mixture Models for Image Analysis

1. Mixture Models for Image AnalysisAristidis Likas & Christophoros Nikou IPAN Research GroupDepartment of Computer Science University of Ioannina 2. Collaborators:Nikolaos…

Documents Recent Advances in Bayesian Inference Techniques Christopher M. Bishop Microsoft Research,...

Slide 1Recent Advances in Bayesian Inference Techniques Christopher M. Bishop Microsoft Research, Cambridge, U.K. research.microsoft.com/~cmbishop SIAM Conference on Data…

Documents Mean-Field Theory and Its Applications In Computer Vision1 1.

Slide 1Mean-Field Theory and Its Applications In Computer Vision1 1 Slide 2 Introduction 2 Problem formulation Mean-field based inference method Strategy for incorporating…

Documents Dirichlet Processes in Dialogue Modelling Nigel Crook March 2009.

Slide 1Dirichlet Processes in Dialogue Modelling Nigel Crook March 2009 Slide 2 The COMPANIONS project Dialogue Acts Document Clustering Multinomial Distribution Dirichlet…

Documents Topic models Source: Topic models, David Blei, MLSS 09.

Slide 1Topic models Source: Topic models, David Blei, MLSS 09 Slide 2 Topic modeling - Motivation Slide 3 Discover topics from a corpus Slide 4 Model connections between…

Technology Exploring Content with Wikipedia

PowerPoint Presentation Exploring Content with Semantic Transformations using Collaborative Knowledge Bases Yegin Genc Prof. Jeffrey V. Nickerson However, majority of the…

Science Дмитрий Ветров. Математика больших данных: тензоры,...

1. Mathematics of Big Data Dmitry P. Vetrov Head of Big Data and Information Retrieval Department, Faculty of Computer Science, HSE. 2. Outline • Intro to Machine learning…

Documents An Introduction to LDA Tools Kuan-Yu Chen Institute of Information Science, Academia Sinica.

Slide 1 An Introduction to LDA Tools Kuan-Yu Chen Institute of Information Science, Academia Sinica Slide 2 Reference D. M. Blei et al., “Latent Dirichlet allocation,”…

Documents Topic Models Presented by Iulian Pruteanu Friday, July 28 th, 2006.

Slide 1Topic Models Presented by Iulian Pruteanu Friday, July 28 th, 2006 Slide 2 Outline 1.Introduction 2.Exchangeable topic models (L. Fei-Fei. et al. CVPR 2005) 3.Dynamic…

Documents Variational Inference in Bayesian Submodular Models Josip Djolonga joint work with Andreas Krause.

Slide 1 Variational Inference in Bayesian Submodular Models Josip Djolonga joint work with Andreas Krause Slide 2 Motivation inference with higher order potentials  MAP…