Machine Learning, Neural Networks, Optimization, Mathematics.
adding parameters makes conditioning worse. To summarize: OTODSCINO 3: Amount of gradient noise Neural net optimization uses stochastic gradient descent rather than gradient descent. Our already bad estimates of direction are further diluted by noise. Here’s an example of trying to minimize