Rank: 626 based on 179 downloads (last 30 days) and 8 files submitted
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Gabriel Agamennoni

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Company/University
Australian Centre for Field Robotics
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-33.88995, 151.19382

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Professional Interests:
Statistical signal processing

 

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Files Posted by Gabriel View all
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22 Jul 2014 Screenshot Bayesian robust regression mixture model MatLab object for clustering real-valued input-output data with noise and outliers Author: Gabriel Agamennoni clustering, linear regression, bayesian models, mixture models, outliers, variational inference 15 0
22 Jul 2014 Screenshot Bayesian robust mixture model MatLab object for clustering real-valued data with noise, outliers and missing values Author: Gabriel Agamennoni bayesian models, clustering, robust clustering, missing data, vector quantization, bayesian mixture mode... 25 0
  • 4.0
4.0 | 1 rating
21 Mar 2014 Screenshot Bayesian robust state-space mixture model MatLab object for grouping sequences of real-valued, noisy data according to their underlying dynami Author: Gabriel Agamennoni linear dynamical syst..., bayesian learning, sequence clustering, outliers, incomplete data, statespace models 21 0
  • 4.0
4.0 | 1 rating
21 Mar 2014 Screenshot Bayesian robust simplicial mixture model MatLab object for clustering real-valued data with noise, outliers and missing values Author: Gabriel Agamennoni bayesian learning, mixture models, topic models, simplicial mixtures, cluster analysis, outliers 19 0
21 Mar 2014 Screenshot Bayesian model-based online sequence segmentation Bayesian algorithm for segmenting real-valued input-output data into non-overlapping segments Author: Gabriel Agamennoni sequence segmentation, linear models, bayesian inference, inputoutput data, multivariate time ser..., bayesian linear regre... 25 0
Comments and Ratings by Gabriel
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10 Jan 2014 sparseinv: sparse inverse subset Computes a subset of inv(A) for a real sparse matrix A, using Takahashi's equations. Author: Tim Davis

Great submission! It's (almost) exactly what I was looking for. Is there a way to perform low-rank updates of the inverse subset (e.g. like cholupdate)?

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08 Jul 2014 Bayesian robust hidden Markov model MatLab object for segmenting sequences of real-valued data with noise, outliers and missing values. Author: Gabriel Agamennoni Ben

Is there a reference paper for this method?

15 Nov 2013 Bayesian robust mixture model MatLab object for clustering real-valued data with noise, outliers and missing values Author: Gabriel Agamennoni CIMADURE, Ronan

15 Nov 2013 Bayesian robust state-space mixture model MatLab object for grouping sequences of real-valued, noisy data according to their underlying dynami Author: Gabriel Agamennoni CIMADURE, Ronan

30 May 2013 Estimation in non-linear state-space models. Robust estimator for non-linear state-space models with state-dependent noise. Author: Gabriel Agamennoni Matthew

Nice work!

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