Improving generalization of MLPs with sliding mode control and the Levenberg–Marquardt algorithm

An Algorithm for Least-Squares Estimation of Nonlinear Parameters

Donald W. Marquardt · Journal of the Society for Industrial and Applied Mathematics · 1963 · 30.1K citations

Parameter Estimation, Engineering, Nonlinear Optimization +17

Cross-Validatory Choice and Assessment of Statistical Predictions

M. Stone · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1974 · 10.2K citations

Cross-validation Criterion, Engineering, Behavioral Decision Making +21

Training feedforward networks with the Marquardt algorithm

Martin Hagan, Mohammad Bagher Menhaj · IEEE Transactions on Neural Networks · 1994 · 7.6K citations

Nonlinear System Identification, Conjugate Gradient Algorithm, Engineering +10

Nonlinear programming: theory and algorithms

Computers & Operations Research · 1993 · 5.8K citations

Mathematical Programming, Engineering, Nonlinear Programming +5

Neural Networks and the Bias/Variance Dilemma

Stuart Geman, Elie Bienenstock, René Doursat · Neural Computation · 1992 · 3.5K citations

Artificial Intelligence, Engineering, Machine Learning +18