Sumários
Mixture models
25 Março 2019, 16:30 • Luís Miguel Parreira e Correia
Committee machines
Expectation maximization
MLP tuning
18 Março 2019, 18:30 • Luís Miguel Parreira e Correia
Tuning of a MLP for improved convergence speed in JavaNNs:
- Antisymmetric activation function (and corresponding inputs/outputs)
- Backprop with momentum
Recap of previous subjects
18 Março 2019, 16:30 • Luís Miguel Parreira e Correia
SVM in non-separable problems
Kernel trick in SVM
Clarification of subjects asked by students
SVM exercises
11 Março 2019, 18:30 • Luís Miguel Parreira e Correia
Exercises with kernel machines (SVM)
Kernels
11 Março 2019, 16:30 • Luís Miguel Parreira e Correia
Kernel machines
Support Vector Machines