Sfoglia per Autore
Model Selection for Support Vector Machines: Advantages and Disadvantages of the Machine Learning Theory
2010-01-01 Anguita, Davide; Ghio, Alessandro; N., Greco; Oneto, Luca; Ridella, Sandro
In-sample Model Selection for Support Vector Machines
2011-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
Selecting the hypothesis space for improving the generalization ability of support vector machines
2011-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
Maximal Discrepancy vs. Rademacher Complexity for Error Estimation
2011-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; S., Ridella
The Impact of Unlabeled Patterns in Rademacher Complexity Theory for Kernel Classifiers.
2011-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
In-sample model selection for Support Vector Machines
2011-01-01 Anguita, D.; Ghio, A.; Oneto, L.; Ridella, S.
In-Sample Model Selection for Trimmed Hinge Loss Support Vector Machine
2012-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
Rademacher Complexity and Structural Risk Minimization: an Application to Human Gene Expression Datasets
2012-01-01 Oneto, Luca; Anguita, Davide; Ghio, Alessandro; Ridella, Sandro
The ‘K’ in K-fold Cross Validation
2012-01-01 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
2012-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
Human Activity Recognition on Smartphones Using a Multiclass Hardware-Friendly Support Vector Machine
2012-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; X., Parra; J. L., Reyes Ortiz
Structural Risk Minimization and Rademacher Complexity for Regression
2012-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
Nested Sequential Minimal Optimization for Support Vector Machine
2012-01-01 Ghio, Alessandro; Anguita, Davide; Oneto, Luca; Ridella, Sandro; C., Schatten
Energy Efficient Smartphone-Based Activity Recognition Using Fixed-Point Arithmetic
2013-01-01 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
2013-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
A Heuristic Approach to Model Selection for Online Support Vector Machines
2013-01-01 Anguita, Davide; Ghio, Alessandro; Lawal, ISAH ABDULLAHI; Oneto, Luca
Some Results About the Vapnik-Chervonenkis Entropy and the Rademacher Complexity
2013-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
A Novel Procedure for Training L1-L2 Support Vector Machine Classifiers
2013-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; J. L., Reyes Ortiz; Ridella, Sandro
A Learning Machine with a Bit-Based Hypothesis Space
2013-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
A Public Domain Dataset for Human Activity Recognition using Smartphones
2013-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; X., Parra; J. L., Reyes Ortiz
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 |
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