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Slide 1Recent Advances in Bayesian Inference Techniques Christopher M. Bishop Microsoft Research, Cambridge, U.K. research.microsoft.com/~cmbishop SIAM Conference on Data…
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…
PowerPoint Presentation Exploring Content with Semantic Transformations using Collaborative Knowledge Bases Yegin Genc Prof. Jeffrey V. Nickerson However, majority of the…
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…
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,”…
Slide 1 Variational Inference in Bayesian Submodular Models Josip Djolonga joint work with Andreas Krause Slide 2 Motivation inference with higher order potentials MAP…