Laplace Principle

The Laplace Principle is a foundational theorem in large deviations theory that characterizes the exponential decay rate of integrals of the form $\int \exp(-n f(x)) \, d\mu_n(x)$ as $n \to \infty$, where the asymptotic behavior is determined by the infimum of a rate function associated with the sequence of measures $\mu_n$, thereby establishing a variational representation analogous to the Laplace method in asymptotic analysis.

55

Publications

2.7K

Citations

138

Authors

84

Institutions

Publications per year

2017–2026

12

Variants

Laplace's Principle

Authors

138

  1. MF
    Massimo Fornasier

    Technical University of Munich, Germany

    2 publications · 37 citations

    2

    h-index

  2. KR
    Konstantin Riedl

    Technical University of Munich, Germany

    2 publications · 37 citations

    2

    h-index

  3. TK
    Timo Klock

    Technical University of Munich, Germany

    2 publications · 37 citations

    2

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  4. PD
    Paul Dupuis

    Brown University, United States

    2 publications · 843 citations

    2

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  5. CD
    C. Delalondre

    Électricité de France (France), France

    1 publications · 14 citations

    1

    h-index

1–5 of 138

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 65 citations

    3

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  2. Fibres and Textiles in Eastern Europe

    2 publications · 39 citations

    2

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  3. 2

    h-index

  4. Computational Statistics & Data Analysis

    CSDA · 2 publications · 115 citations

    2

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  5. Statistics and Computing

    1 publications · 61 citations

    1

    h-index

1–5