Aggregation Algorithm Towards Large-Scale Boolean Network Analysis
Yin Zhao, Jongrae Kim, Filippone, Maurizio
Published in IEEE transactions on automatic control (01.08.2013)
Published in IEEE transactions on automatic control (01.08.2013)
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Journal Article
Probabilistic disease progression modeling to characterize diagnostic uncertainty: Application to staging and prediction in Alzheimer's disease
Lorenzi, Marco, Filippone, Maurizio, Frisoni, Giovanni B., Alexander, Daniel C., Ourselin, Sebastien
Published in NeuroImage (Orlando, Fla.) (15.04.2019)
Published in NeuroImage (Orlando, Fla.) (15.04.2019)
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Journal Article
A Scalable Bayesian Sampling Method Based on Stochastic Gradient Descent Isotropization
Franzese, Giulio, Milios, Dimitrios, Filippone, Maurizio, Michiardi, Pietro
Published in Entropy (Basel, Switzerland) (01.11.2021)
Published in Entropy (Basel, Switzerland) (01.11.2021)
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Journal Article
A comparative evaluation of novelty detection algorithms for discrete sequences
Domingues, Rémi, Michiardi, Pietro, Barlet, Jérémie, Filippone, Maurizio
Published in The Artificial intelligence review (01.06.2020)
Published in The Artificial intelligence review (01.06.2020)
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Journal Article
Decoding post-stroke motor function from structural brain imaging
Rondina, Jane M, Filippone, Maurizio, Girolami, Mark, Ward, Nick S
Published in NeuroImage clinical (01.01.2016)
Published in NeuroImage clinical (01.01.2016)
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Journal Article
Automated, high accuracy classification of Parkinsonian disorders: a pattern recognition approach
Marquand, Andre F, Filippone, Maurizio, Ashburner, John, Girolami, Mark, Mourao-Miranda, Janaina, Barker, Gareth J, Williams, Steven C R, Leigh, P Nigel, Blain, Camilla R V
Published in PloS one (15.07.2013)
Published in PloS one (15.07.2013)
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Journal Article
Pseudo-Marginal Bayesian Inference for Gaussian Processes
Filippone, Maurizio, Girolami, Mark
Published in IEEE transactions on pattern analysis and machine intelligence (01.11.2014)
Published in IEEE transactions on pattern analysis and machine intelligence (01.11.2014)
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Journal Article
A comparative evaluation of outlier detection algorithms: Experiments and analyses
Domingues, Rémi, Filippone, Maurizio, Michiardi, Pietro, Zouaoui, Jihane
Published in Pattern recognition (01.02.2018)
Published in Pattern recognition (01.02.2018)
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Journal Article
A survey of kernel and spectral methods for clustering
Filippone, Maurizio, Camastra, Francesco, Masulli, Francesco, Rovetta, Stefano
Published in Pattern recognition (2008)
Published in Pattern recognition (2008)
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Journal Article
Deep Compositional Spatial Models
Zammit-Mangion, Andrew, Ng, Tin Lok James, Vu, Quan, Filippone, Maurizio
Published in Journal of the American Statistical Association (02.10.2022)
Published in Journal of the American Statistical Association (02.10.2022)
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Journal Article
Deep Gaussian Process autoencoders for novelty detection
Domingues, Rémi, Michiardi, Pietro, Zouaoui, Jihane, Filippone, Maurizio
Published in Machine learning (01.09.2018)
Published in Machine learning (01.09.2018)
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Journal Article
Approximate inference of the bandwidth in multivariate kernel density estimation
Filippone, Maurizio, Sanguinetti, Guido
Published in Computational statistics & data analysis (01.12.2011)
Published in Computational statistics & data analysis (01.12.2011)
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Journal Article
Locally Smoothed Gaussian Process Regression
Gogolashvili, Davit, Kozyrskiy, Bogdan, Filippone, Maurizio
Published in Procedia computer science (2022)
Published in Procedia computer science (2022)
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Journal Article
Variational Bootstrap for Classification
Kozyrskiy, Bogdan, Milios, Dimitrios, Filippone, Maurizio
Published in Procedia computer science (2022)
Published in Procedia computer science (2022)
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Journal Article