Nathan Ross

University of Melbourne — Australia

Mathematics · Physical Sciences

14h-index852citations56works1.62yr avg
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Research Topics

Random Matrices and Applications(24), Stochastic processes and statistical mechanics(23), Markov Chains and Monte Carlo Methods(14), Point processes and geometric inequalities(10), Bayesian Methods and Mixture Models(7)

Publications56 total

Dynamic Scheduling for Enhanced Performance in RIS-assisted Cooperative Network with Interference
2025
Finite-Dimensional Gaussian Approximation for Deep Neural Networks: Universality in Random Weights
arXiv (Cornell University)·2025Open Access
Dynamic Scheduling for Enhanced Performance in RIS-assisted Cooperative Network with Interference
arXiv (Cornell University)·2025Open Access
Cutoff for the logistic SIS epidemic model with self-infection
Advances in Applied Probability·2025
Cutoff for the logistic SIS epidemic model with self-infection
Research Explorer (The University of Manchester)·2024Open Access
Gaussian random field approximation via Stein's method with applications to wide random neural networks
Applied and Computational Harmonic Analysis·2024· 8 cited
Stein’s method, smoothing and functional approximation
Electronic Journal of Probability·2024· 3 citedOpen Access
Stein’s method, Gaussian processes and Palm measures, with applications to queueing
The Annals of Applied Probability·2023· 4 citedOpen Access
Gaussian random field approximation via Stein's method with applications to wide random neural networks
arXiv (Cornell University)·2023Open Access
Stein's method, Gaussian processes and Palm measures, with applications to queueing
arXiv (Cornell University)·2021· 2 citedOpen Access
Stein's method, smoothing and functional approximation
arXiv (Cornell University)·2021· 1 citedOpen Access
Stein’s method for the Poisson–Dirichlet distribution and the Ewens sampling formula, with applications to Wright–Fisher models
The Annals of Applied Probability·2021· 4 citedOpen Access
Local limit theorems for occupancy models
Random Structures and Algorithms·2020· 1 cited
Exponential and Laplace approximation for occupation statistics of branching random walk
Electronic Journal of Probability·2020Open Access
Minimum Neighboring Degree Realization in Graphs and Trees
DROPS (Schloss Dagstuhl – Leibniz Center for Informatics)·2020· 28 citedOpen Access
Central moment inequalities using Stein’s method
Electronic Journal of Probability·2020Open Access
Approximating stationary distributions of fast mixing Glauber dynamics, with applications to exponential random graphs
The Annals of Applied Probability·2019· 2 citedOpen Access
Local limit theorems for occupancy models
arXiv (Cornell University)·2019· 1 citedOpen Access
Source-Based Jamming for Physical-Layer Security on Untrusted Full-Duplex Relay
IEEE Communications Letters·2019· 24 cited
Error bounds in local limit theorems using Stein’s method
Bernoulli·2019· 22 citedOpen Access
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Frequent Co-authors

Adrian Röllin(11), A. D. Barbour(8), Erol A. Peköz(5), Elchanan Mossel(4), Jim Pitman(4), Guangqu Zheng(4), Saman Atapattu(3), Yindi Jing(3), Aihua Xia(3), Han L. Gan(3), Yuting Wen(3), Yuanyuan He(2), Jamie Evans(2), Junhyong Kim(2), Gesine Reinert(2), Paul Keeler(2), Krishnakumar Balasubramanian(2), Larry Goldstein(2), Adil Salim(2), Peter Braunsteins(2)