Data exploration with reflective adaptive models

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

Theory of Optimal Experiments.

Agnes M. Herzberg, Henry P. Wynn, V. V. Fedorov et al. · Biometrika · 1972 · 1.9K citations

Natural Sciences, Economics, Mathematics +12

Training Connectionist Networks with Queries and Selective Sampling

Les Atlas, David Cohn, Richard E. Ladner · Neural Information Processing Systems · 1989 · 223 citations

Computing, Computer Science, Electrical Engineering +9

Selecting concise training sets from clean data

Mark Plutowski, Hannah J. White · IEEE Transactions on Neural Networks · 1993 · 143 citations

Computing, Computer Science, Algorithms +12

The "Ariadne's clew" algorithm: global planning with local methods

Pierre Bessìère, Juan-Manuel Ahuactzin, El‐Ghazali Talbi et al. · 2002 · 116 citations

Computing, Computer Science, Robotics Engineering +10