GHIO, ALESSANDRO
GHIO, ALESSANDRO
100023 - Dipartimento di Informatica, bioingegneria, robotica e ingegneria dei sistemi
A deep connection between the vapnik-chervonenkis entropy and the rademacher complexity
2014-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
A FPGA Core Generator for Embedded Classification Systems
2011-01-01 Anguita, Davide; L., Carlino; Ghio, Alessandro; Ridella, Sandro
A support vector machine with integer parameters
2008-01-01 Anguita, Davide; Ghio, Alessandro; Pischiutta, S.; Ridella, Sandro
An Improved Analysis of the Rademacher Data-dependent Bound Using Its Self-Bounding Property
2013-01-01 Oneto, Luca; Ghio, Alessandro; Anguita, Davide; Ridella, Sandro
Energy Efficient Smartphone-Based Activity Recognition Using Fixed-Point Arithmetic
2013-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; X., Parra; L., Reyes Ortiz
Energy Load Forecasting Using Empirical Mode Decomposition and Support Vector Regression
2013-01-01 L., Ghelardoni; Ghio, Alessandro; Anguita, Davide
Fully Empirical and Data-Dependent Stability-Based Bounds
2015-01-01 Oneto, Luca; Ghio, Alessandro; Ridella, Sandro; Anguita, Davide
Global Rademacher Complexity Bounds: From Slow to Fast Convergence Rates
2015-01-01 Oneto, Luca; Ghio, Alessandro; Ridella, Sandro; Anguita, Davide
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
In-Sample Model Selection for Trimmed Hinge Loss Support Vector Machine
2012-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
Learning Resource-Aware Classifiers for Mobile Devices: From Regularization to Energy Efficiency
2015-01-01 Oneto, Luca; Ghio, Alessandro; Ridella, Sandro; Anguita, Davide
Local Rademacher Complexity: Sharper risk bounds with and without unlabeled samples
2015-01-01 Oneto, Luca; Ghio, Alessandro; Ridella, Sandro; Anguita, Davide
Machine learning approaches for improving condition-based maintenance of naval propulsion plants
2016-01-01 Coraddu, Andrea; Oneto, Luca; Ghio, Alessandro; Savio, Stefano; Anguita, Davide; Figari, Massimo
Maximal Discrepancy for Support Vector Machines
2011-01-01 Anguita, Davide; Ghio, Alessandro; Ridella, Sandro
Unlabeled Patterns to Tighten Rademacher Complexity Error Bounds for Kernel Classifiers
2014-01-01 Oneto, Luca; Ghio, Alessandro; Anguita, Davide; Ridella, Sandro
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A deep connection between the vapnik-chervonenkis entropy and the rademacher complexity | 1-gen-2014 | Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro | |
| A FPGA Core Generator for Embedded Classification Systems | 1-gen-2011 | Anguita, Davide; L., Carlino; Ghio, Alessandro; Ridella, Sandro | |
| A support vector machine with integer parameters | 1-gen-2008 | Anguita, Davide; Ghio, Alessandro; Pischiutta, S.; Ridella, Sandro | |
| An Improved Analysis of the Rademacher Data-dependent Bound Using Its Self-Bounding Property | 1-gen-2013 | Oneto, Luca; Ghio, Alessandro; Anguita, Davide; Ridella, Sandro | |
| Energy Efficient Smartphone-Based Activity Recognition Using Fixed-Point Arithmetic | 1-gen-2013 | Anguita, Davide; Ghio, Alessandro; Oneto, Luca; X., Parra; L., Reyes Ortiz | |
| Energy Load Forecasting Using Empirical Mode Decomposition and Support Vector Regression | 1-gen-2013 | L., Ghelardoni; Ghio, Alessandro; Anguita, Davide | |
| Fully Empirical and Data-Dependent Stability-Based Bounds | 1-gen-2015 | Oneto, Luca; Ghio, Alessandro; Ridella, Sandro; Anguita, Davide | |
| Global Rademacher Complexity Bounds: From Slow to Fast Convergence Rates | 1-gen-2015 | Oneto, Luca; Ghio, Alessandro; Ridella, Sandro; Anguita, Davide | |
| 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 | |
| In-Sample Model Selection for Trimmed Hinge Loss Support Vector Machine | 1-gen-2012 | Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro | |
| Learning Resource-Aware Classifiers for Mobile Devices: From Regularization to Energy Efficiency | 1-gen-2015 | Oneto, Luca; Ghio, Alessandro; Ridella, Sandro; Anguita, Davide | |
| Local Rademacher Complexity: Sharper risk bounds with and without unlabeled samples | 1-gen-2015 | Oneto, Luca; Ghio, Alessandro; Ridella, Sandro; Anguita, Davide | |
| Machine learning approaches for improving condition-based maintenance of naval propulsion plants | 1-gen-2016 | Coraddu, Andrea; Oneto, Luca; Ghio, Alessandro; Savio, Stefano; Anguita, Davide; Figari, Massimo | |
| Maximal Discrepancy for Support Vector Machines | 1-gen-2011 | Anguita, Davide; Ghio, Alessandro; Ridella, Sandro | |
| Unlabeled Patterns to Tighten Rademacher Complexity Error Bounds for Kernel Classifiers | 1-gen-2014 | Oneto, Luca; Ghio, Alessandro; Anguita, Davide; Ridella, Sandro |