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Št. zadetkov: 28
Variational Optimisation by Marginal Matching
Neil D. Lawrence
Video in druga učna gradiva
Oznake: computer science;machine learning;bayesian learning
Leto: 2007 Vir: videolectures.net
Introduction to BARK 2008
Neil D. Lawrence
Video in druga učna gradiva
Oznake: events
Leto: 2008 Vir: videolectures.net
Latent Force Models with Gaussian Processes
Neil D. Lawrence
Video in druga učna gradiva
Oznake: computer science;machine learning;gaussian processes
We are used to dealing with the situation where we have a latent variable. Often we assume this latent variable to be independently drawn from a distribution, e.g. probabilistic PCA or factor analysis. This simplification is often extended for temporal data where tractable Markovian independence ass ...
Leto: 2008 Vir: videolectures.net
Inferring Latent Functions with Gaussian Processes in Differential Equations
Neil D. Lawrence
Video in druga učna gradiva
Oznake: computer science;machine learning;gaussian processes
Leto: 2006 Vir: videolectures.net
Dimensionality Reduction
Neil D. Lawrence
Video in druga učna gradiva
Oznake: mathematics;statistics
This presentation discusses methods for dimensionality reduction.
Leto: 2008 Vir: videolectures.net
Introduction
Neil D. Lawrence
Video in druga učna gradiva
Oznake: events
Leto: 2008 Vir: videolectures.net
Estimation of Multiple Transcription Factor Activities using ODEs and Gaussian Processes
Neil D. Lawrence
Video in druga učna gradiva
Oznake: computer science;bioinformatics;machine learning;gaussian processes
Recently, ordinary differential equations (ODEs) have been used to infer the concentration of a single transcription factor (TF) protein from time series expression data of a set of target genes. For instance, this has been applied to uncover the concentration of the p53 protein; see Barenco et al. ...
Leto: 2009 Vir: videolectures.net
GP-LVM for Data Consolidation
Neil D. Lawrence
Video in druga učna gradiva
Oznake: computer science;machine learning;gaussian processes
Manymachine learning task are involvedwith the transfer of information fromone representation to a corresponding representation or tasks where several different observations represent the same underlying phenomenon. A classical algorithm for feature selection using information from multiple sources ...
Leto: 2008 Vir: videolectures.net
Machine learning for cognitive science 1: What is machine learning?
Neil D. Lawrence
Video in druga učna gradiva
Oznake: computer science;machine learning
Leto: 2010 Vir: videolectures.net
Learning with Probabilities
Neil D. Lawrence
Video in druga učna gradiva
Oznake: computer science;machine learning;bayesian learning;statistical learning;principal component analysis
Leto: 2010 Vir: videolectures.net
Št. zadetkov: 28
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