Statistical analysis of learning dynamics

A new look at the statistical model identification

Hirotugu Akaike · IEEE Transactions on Automatic Control · 1974 · 50.7K citations · Full text

Business, Biostatistics, Statistical Modeling +9

Independent component analysis, A new concept?

Pierre Comon · Signal Processing · 1994 · 8.2K citations · Full text

Natural Sciences, Data Science, Complex Systems +6

Theory of Point Estimation

Eric R. Ziegel, E. L. Lehmann, George Casella · Technometrics · 1999 · 4.3K citations

Natural Sciences, Mathematics, Optimization +14

Networks for approximation and learning

Tomaso Poggio, Federico Girosi · Proceedings of the IEEE · 1990 · 3.3K citations

Computing, Computer Science, Mathematics +17

Universal approximation bounds for superpositions of a sigmoidal function

Andrew R. Barron · IEEE Transactions on Information Theory · 1993 · 2.8K citations

Computing, Computer Science, Mathematics +13