Sumários

LAB 5: Learning Theory

26 março 2019, 08:00 Eugénio Ribeiro

Resolution of exercises about the VC dimension.


8. Model Selection

22 março 2019, 12:30 Andreas Miroslaus Wichert

Overfitting, Confusion Matrix, Crosss-Validation, Model Selection, Occam’s razor, Minimum-Description-Length, Bayesian Model Comparison


Lab 4: Gradient Descent, Backpropagation

22 março 2019, 11:00 Andreas Miroslaus Wichert

Squared Error Distance Example , Cross Entropy Example with Sigmoid, Softmax,  Example Backpropagation


Gradient Descent, Backpropagation

22 março 2019, 09:30 Manuel Cabido Lopes


Squared Error Distance Example , Cross Entropy Example with Sigmoid, Softmax,  Example Backpropagation


Lab 4: Gradient Descent, Backpropagation

22 março 2019, 09:30 Andreas Miroslaus Wichert

Squared Error Distance Example , Cross Entropy Example with Sigmoid, Softmax,  Example Backpropagation