Results 51 to 60 of about 161 (150)

Neural network field theories: non-Gaussianity, actions, and locality

Machine Learning: Science and Technology
Both the path integral measure in field theory (FT) and ensembles of neural networks (NN) describe distributions over functions. When the central limit theorem can be applied in the infinite-width (infinite- N ) limit, the ensemble of networks ...
Mehmet Demirtas, James Halverson, Anindita Maiti, Matthew D Schwartz, Keegan Stoner   +4 more
doaj   +1 more source

Fast and Slow Mixing of the Kawasaki Dynamics on Bounded‐Degree Graphs

Random Structures &Algorithms, Volume 67, Issue 4, December 2025.
ABSTRACT We study the worst‐case mixing time of the global Kawasaki dynamics for the fixed‐magnetization Ising model on the class of graphs of maximum degree Δ$$ \Delta $$. Proving a conjecture of Carlson, Davies, Kolla, and Perkins, we show that below the tree‐uniqueness threshold, the Kawasaki dynamics mix rapidly for all magnetizations. Disproving a
Aiya Kuchukova, Marcus Pappik, Will Perkins, Corrine Yap   +3 more
wiley   +1 more source

Edgeworth expansions for multivariate random sums [PDF]

Econometrics and Statistics
Abstract The sum of a random number of independent and identically distributed random vectors has a distribution which is not analytically tractable, in the general case. The problem has been addressed by means of asymptotic approximations embedding the number of summands in a stochastically increasing sequence.
Farrukh Javed, Nicola Loperfido, Stepan Mazur   +2 more
openaire   +2 more sources

Intratemporal elasticity of substitution between private and public consumption: new evidence and implications. [PDF]

Empir Econ, 2023
Francois JN, Keinsley A.
europepmc   +1 more source

Global patterns of antigen receptor repertoire disruption across adaptive immune compartments in COVID-19. [PDF]

Proc Natl Acad Sci U S A, 2022
Joseph M, Wu Y, Dannebaum R, Rubelt F, Zlatareva I, Lorenc A, Du ZG, Davies D, Kyle-Cezar F, Das A, Gee S, Seow J, Graham C, Telman D, Bermejo C, Lin H, Asgharian H, Laing AG, Del Molino Del Barrio I, Monin L, Muñoz-Ruiz M, McKenzie DR, Hayday TS, Francos-Quijorna I, Kamdar S, Davis R, Sofra V, Cano F, Theodoridis E, Martinez L, Merrick B, Bisnauthsing K, Brooks K, Edgeworth J, Cason J, Mant C, Doores KJ, Vantourout P, Luong K, Berka J, Hayday AC.   +40 more
europepmc   +1 more source

Correction to "On the Validity of the Formal Edgeworth Expansion"

The Annals of Statistics, 1980
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Bhattacharya, R. N., Ghosh, J. K.
openaire   +3 more sources

The Special Issue in Honor of Anirudh Lal Nagar: An Introduction. [PDF]

J Quant Econ, 2021
Bao Y, Ullah A.
europepmc   +1 more source

Analytical Expressions for Ising Models on High Dimensional Lattices. [PDF]

Entropy (Basel), 2021
Kryzhanovsky B, Litinskii L, Egorov V.
europepmc   +1 more source

A Two-sample Nonparametric Test for Circular Data- its Exact Distribution and Performance. [PDF]

Sankhya B (2008), 2021
Jammalamadaka SR, Guerrier S, Mangalam V.   +2 more
europepmc   +1 more source

Edgeworth Expansions for Integrals of Smooth Functions

The Annals of Probability, 1977
Let $X_1, X_2,\cdots$ be a sequence of independent, identically distributed random variables with $E(X_1) = 0, E(X_1^2) = 1$, and $E(X_1^4) < \infty$, and for $n = 1,2,\cdots$ let $P_n$ be the distribution of $n^-\frac{1}{2} \sum^n_{i=1} X_i$. If $f$ is a function with bounded uniformly continuous derivative of order 4, then $\int f dP_n$ has an ...
openaire   +3 more sources