Automatic early stopping using cross validation: quantifying the criteria

A direct adaptive method for faster backpropagation learning: the RPROP algorithm

Martin Riedmiller, Heinrich Braun · IEEE International Conference on Neural Networks · 2002 · 3.9K citations

Computing, Computer Science, Machine Learning +15

Neural Networks and the Bias/Variance Dilemma

Stuart Geman, Elie Bienenstock, René Doursat · Neural Computation · 1992 · 3.6K citations

Computing, Computer Science, Artificial Intelligence +16

Optimal Brain Damage

Yann LeCun, John S. Denker, Sara A. Solla · 1989 · 2.6K citations

Computing, Computer Science, Information Theory +9

The Cascade-Correlation learning architecture

Scott E. Fahlman, Christian Lebière · Research Showcase @ Carnegie Mellon University (Carnegie Mellon University) · 2018 · 2.4K citations · Full text

Computing, Computer Science, Computer Networks +12

Pruning algorithms-a survey

Russell Reed · IEEE Transactions on Neural Networks · 1993 · 1.7K citations

Computing, Computer Science, Algorithms +7