PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Emilio Parrado-Hernandez

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Number of EPrints submitted by this user: 17

Learning the prior for the PAC-Bayes bound
Amiran Ambroladze, Emilio Parrado-Hernandez and John Shawe-Taylor
(2004) Technical Report. Unpublished, Southampton, UK.

Rademacher analysis of infimum classifiers
Amiran Ambroladze, Emilio Parrado-Hernandez and John Shawe-Taylor
(2005) Technical Report. Unpublished, Southampton, UK.

Learning the Prior for the PAC-Bayes Bound
Amiran Ambroladze, Emilio Parrado-Hernandez and John Shawe-Taylor
(2005) Technical Report. Unpublished, Southampton, UK.

Prior Support Vector Machines: minimum-bound vs. maximum-margin classifiers
Amiran Ambroladze, Emilio Parrado-Hernandez and John Shawe-Taylor
(2005) Technical Report. Unpublished, Southampton, UK.

Prior Support Vector Machines: minimum-bound vs. maximum-margin classifiers
Amiran Ambroladze, Emilio Parrado-Hernandez and John Shawe-Taylor
(2005) Technical Report. Unpublished, Southampton, UK.

Complexity of Pattern Classes and Lipschitz Property
Amiran Ambroladze, Emilio Parrado-Hernandez and John Shawe-Taylor
Theoretical Computer Science 2005.

Tighter PAC-Bayes Bounds
Amiran Ambroladze, Emilio Parrado-Hernandez and John Shawe-Taylor
Advances in Neural Information Processing Systems 19 2007.

Exploiting the Prior in the PAC-Bayes Bound
Emilio Parrado-Hernandez, John Shawe-Taylor and Amiran Ambroladze
(2007) Technical Report. Emilio Parrado-Hernandez, Madrid, Spain.

Discovering Music Structure via Similarity Fusion
Jeronimo Arenas-Garcia, Emilio Parrado-Hernandez, Anders Meng, Lars Kai Hansen and Jan Larsen
In: Music, Brain and Cognition, 8-9 Dec 2007, Whistler, Canada.

A New Distance Measure for Model-Based Sequence Clustering
Dario Garcia-Garcia, Emilio Parrado-Hernandez and Fernando Diaz-de-MAria
IEEE Transactions on Pattern Analysis and Machine Intelligence 2008.

Low cost estimation of $\sigma$ for SVM using local features
Vanessa Gomez-Verdejo, Miguel Lazaro-Gredilla and Emilio Parrado-Hernandez
(2008) Technical Report. Unpublished, Madrid, Spain.

Text classification with a Primal SVM endowed with domain knowledge
Emilio Parrado-Hernandez and David Hardoon
(2008) Technical Report. Unpublished, London, UK.

Data Dependent Priors in PAC-Bayes Bounds
John Shawe-Taylor, Emilio Parrado-Hernandez and Amiran Ambroladze
In: 19th International Conference on Computational Statistics, 22-27 Aug 2010, Paris, France.

MUSIC GENRE CLASSIFICATION BASED ON DYNAMICAL MODELS
Alberto Garcia-Duran, Jeronimo Arenas-Garcia, Dario Garcia-Garcia and Emilio Parrado-Hernandez
In: Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods (2012) INSTICC , Portugal .

Identification of OCD-relevant brain areas through Multivariate Feature Selection
Emilio Parrado-Hernandez, Vanessa Gomez-Verdejo, Manel Martinez-Ramon, P Alonso, J Pujol, J.M. Menchon, N. Cardoner and Carles Soriano-Mas
In: NIPS Workshop on Machine Learning and Interpretation in Neuroimaging, 16-17 Dec 2012, Sierra Nevada, Spain.

PAC-Bayes Bounds with Data Dependent Priors
Emilio Parrado-Hernandez, John Shawe-Taylor, Amiran Ambroladze and Shiliang Sun
Journal of Machine Learning Research Volume 13, pp. 3507-3531, 2012.

Music Genre Classification based on Dynamical Models
Alberto Garcia-Duran, Jerónimo Arenas-Garcia, Dario Garcia and Emilio Parrado-Hernandez
In: ICPRAM 2012, 6-8 Feb 2012, Portugal.