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Titolo Data di pubblicazione Autore(i) File
Model Selection for Support Vector Machines: Advantages and Disadvantages of the Machine Learning Theory 1-gen-2010 Anguita, Davide; Ghio, Alessandro; N., Greco; Oneto, Luca; Ridella, Sandro
In-sample Model Selection for Support Vector Machines 1-gen-2011 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
Selecting the hypothesis space for improving the generalization ability of support vector machines 1-gen-2011 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
Maximal Discrepancy vs. Rademacher Complexity for Error Estimation 1-gen-2011 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; S., Ridella
The Impact of Unlabeled Patterns in Rademacher Complexity Theory for Kernel Classifiers. 1-gen-2011 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
In-sample model selection for Support Vector Machines 1-gen-2011 Anguita, D.; Ghio, A.; Oneto, L.; Ridella, S.
In-Sample Model Selection for Trimmed Hinge Loss Support Vector Machine 1-gen-2012 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
Rademacher Complexity and Structural Risk Minimization: an Application to Human Gene Expression Datasets 1-gen-2012 Oneto, Luca; Anguita, Davide; Ghio, Alessandro; Ridella, Sandro
The ‘K’ in K-fold Cross Validation 1-gen-2012 Anguita, Davide; L., Ghelardoni; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
In-Sample and Out-of-Sample Model Selection and Error Estimation for Support Vector Machines 1-gen-2012 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
Human Activity Recognition on Smartphones Using a Multiclass Hardware-Friendly Support Vector Machine 1-gen-2012 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; X., Parra; J. L., Reyes Ortiz
Structural Risk Minimization and Rademacher Complexity for Regression 1-gen-2012 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
Nested Sequential Minimal Optimization for Support Vector Machine 1-gen-2012 Ghio, Alessandro; Anguita, Davide; Oneto, Luca; Ridella, Sandro; C., Schatten
Energy Efficient Smartphone-Based Activity Recognition Using Fixed-Point Arithmetic 1-gen-2013 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; X., Parra; L., Reyes Ortiz
A Support Vector Machine Classifier from a Bit-Constrained, Sparse and Localized Hypothesis Space 1-gen-2013 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
A Heuristic Approach to Model Selection for Online Support Vector Machines 1-gen-2013 Anguita, Davide; Ghio, Alessandro; Lawal, ISAH ABDULLAHI; Oneto, Luca
Some Results About the Vapnik-Chervonenkis Entropy and the Rademacher Complexity 1-gen-2013 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
A Novel Procedure for Training L1-L2 Support Vector Machine Classifiers 1-gen-2013 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; J. L., Reyes Ortiz; Ridella, Sandro
A Learning Machine with a Bit-Based Hypothesis Space 1-gen-2013 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
A Public Domain Dataset for Human Activity Recognition using Smartphones 1-gen-2013 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; X., Parra; J. L., Reyes Ortiz
Mostrati risultati da 1 a 20 di 222
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