M. Sc. Theses
Implementación y evaluación de técnicas de localización basadas en sensores ultrasónicos y láser
The Paradox of Overfitting
A serious problem of most of the common learning algorithms is overfitting. Overfitting occurs when the models describe the examples better and better but get worse and worse on other instances of the same phenomenon. This can make the whole learning process...