Concepedia

A statistical mechanics framework for Bayesian deep neural networks beyond the infinite-width limit

R. Pacelli, S. Ariosto, Mauro Pastore, Francesco Ginelli, Marco Gherardi, Pietro Rotondo

Nature Machine Intelligence · 2023 · 33 citations · 29 references

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Concepts

References

29

Gradient-based learning applied to document recognition

Yann LeCun, Léon Bottou, Yoshua Bengio et al. · Proceedings of the IEEE · 1998 · 58.2K citations · Full text

, , +14

Support-vector networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 40.5K citations · Full text

International Conference on Learning Representations (ICLR 2013)

豊 松尾 · 人工知能学会誌 = Journal of Japanese Society for Artificial Intelligence · 2013 · 6.3K citations

, , +15

Central limit theorems for non-linear functionals of Gaussian fields

Péter Breuer, Péter Major · Journal of Multivariate Analysis · 1983 · 381 citations

, , +11

A mathematical theory of semantic development in deep neural networks

Andrew Saxe, James L. McClelland, Surya Ganguli · Proceedings of the National Academy of Sciences · 2019 · 248 citations · Full text

, , +17