Dynamic Learning with the EM Algorithm for Neural Networks

Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm

A. P. Dempster, N. M. Laird, Donald B. Rubin · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1977 · 49.7K citations

Public Health, Biostatistics, Bayesian Data Analysis +16

Lecture Notes in Artificial Intelligence

Patrick Brézillon, Paolo Bouquet · 1999 · 7.4K citations

Computing, Computer Science, Artificial Intelligence +9

A Practical Bayesian Framework for Backpropagation Networks

David Mackay · Neural Computation · 1992 · 2.9K citations

Computing, Computer Science, Bayesian Data Analysis +16

Maximum likelihood estimates of linear dynamic systems

Herbert E. Rauch, F. Tung, Charlotte Striebel · AIAA Journal · 1965 · 1.9K citations

Engineering, Mathematics, Dynamical Systems +15

AN APPROACH TO TIME SERIES SMOOTHING AND FORECASTING USING THE EM ALGORITHM

Robert H. Shumway, David S. Stoffer · Journal of Time Series Analysis · 1982 · 1.5K citations

Computing, Economics, Econometrics +16