Support Vector Machines (Focus on Recap and Application)

10 Dezembro 2019, 16:30 • Sara C. Madeira

Recapping Support Vector Machines (SVMs) 

- Motivation 
- Margin maximization 
- Fitting SVMs 
- Kernelized SVMs 
- Softening Margins 
Applications 

Support Vector Machines / 2

10 Dezembro 2019, 15:00 • João Balsa da Silva

Support Vector Machines (Focus on Recap and Application).
Recapping Support Vector Machines (SVMs)
- Motivation
- Margin maximization
- Fitting SVMs
- Kernelized SVMs
- Softening Margins
Applications

LINEAR MODELS III

10 Dezembro 2019, 13:00 • Sara C. Madeira

Perceptron and Going beyond linearity with kernels.

SVM (focus on Linear)

5 Dezembro 2019, 15:00 • João Balsa da Silva

- Support Vector Machines in Scikit-Learn

- Linear Support Vector Machines (Linear SVMs)

- Linear Models for Multiclass Classification

- Kernelized Support Vector Machines (SVMs)

SVM (focus on Linear)

3 Dezembro 2019, 16:30 • Sara C. Madeira

- Support Vector Machines in Scikit-Learn 

- Linear Support Vector Machines (Linear SVMs) 

- Linear Models for Multiclass Classification 

- Kernelized Support Vector Machines (SVMs)