EPrints submitted by Emilio Parrado-Hernandez
Click here to see user's record. 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Unpublished, Southampton, UK.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Unpublished, Southampton, UK.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Unpublished, Southampton, UK.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Unpublished, Southampton, UK.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Unpublished, Southampton, UK.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Unpublished, Madrid, Spain.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Unpublished, London, UK.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,
,
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.
| 