Deep Learning, Artificial Intelligence, Image Classification, Semi Supervised Learning.
converge as the number of labels grows. 2.5. Small Validation Sets Left: Average validation error over 10 randomly-sampled nonoverlapping validation sets of varying size. Right: Average and standard deviation of relative error over 10 randomly-sampled nonoverlapping validation sets of varying size.