Query by committee

Theory of optimal experiments

1972 • 2,133 citations

Theory of Optimal Experiments.

1972 • 1,916 citations

Statistical mechanics of learning from examples

1992 • 507 citations

Three unfinished works on the optimal storage capacity of networks

1989 • 167 citations

Neural net algorithms that learn in polynomial time from examples and queries

1991 • 166 citations

Bounds on the sample complexity of Bayesian learning using information theory and the VC dimension

1991 • 164 citations

Generalization performance of Bayes optimal classification algorithm for learning a perceptron

1991 • 149 citations

Consistent inference of probabilities in layered networks: predictions and generalizations

1989 • 146 citations

Improving a Network Generalization Ability by Selecting Examples

1990 • 112 citations

Selecting examples for perceptrons

1992 • 33 citations