Robert A. Jacobs

Adaptive Mixtures of Local Experts

Robert A. Jacobs, Michael I. Jordan, Steven J. Nowlan et al. · Neural Computation · 1991 · 4.7K citations

Artificial Intelligence, Engineering, Machine Learning +19

Hierarchical Mixtures of Experts and the EM Algorithm

Michael I. Jordan, Robert A. Jacobs · Neural Computation · 1994 · 2.6K citations

Artificial Intelligence, Engineering, Machine Learning +16

Increased rates of convergence through learning rate adaptation

Robert A. Jacobs · Neural Networks · 1988 · 1.8K citations

Rate Adaptation, Computational Learning Theory, Machine Learning +2

Task Decomposition Through Competition in a Modular Connectionist Architecture: The What and Where Vision Tasks

Robert A. Jacobs, Michael I. Jordan, Andrew G. Barto · Cognitive Science · 1991 · 497 citations

Artificial Intelligence, Task Decomposition, Engineering +28

Bayesian integration of visual and auditory signals for spatial localization

Peter Battaglia, Robert A. Jacobs, Richard Ν. Aslin · Journal of the Optical Society of America A · 2003 · 434 citations

Engineering, Bayesian Integration, Cognition +24