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