Christian Hirsch

Christian Hirsch

Rijksuniversiteit Groningen

H-index: 12

Europe-Netherlands

About Christian Hirsch

Christian Hirsch, With an exceptional h-index of 12 and a recent h-index of 9 (since 2020), a distinguished researcher at Rijksuniversiteit Groningen, specializes in the field of topological data analysis, large deviations, statistics of random networks, percolation.

His recent articles reflect a diverse array of research interests and contributions to the field:

Large deviations of one-hidden-layer neural networks

Persistent homology based goodness-of-fit tests for spatial tessellations

Upper large deviations for power-weighted edge lengths in spatial random networks

Connection intervals in multi-scale infrastructure-augmented dynamic networks

Asymptotic properties of one-layer artificial neural networks with sparse connectivity

Infinite WARM graphs III: Strong reinforcement regime

Large deviation principle for geometric and topological functionals and associated point processes

Lower large deviations for geometric functionals in sparse, critical and dense regimes

Christian Hirsch Information

University

Position

___

Citations(all)

495

Citations(since 2020)

331

Cited By

285

hIndex(all)

12

hIndex(since 2020)

9

i10Index(all)

14

i10Index(since 2020)

9

Email

University Profile Page

Rijksuniversiteit Groningen

Google Scholar

View Google Scholar Profile

Christian Hirsch Skills & Research Interests

topological data analysis

large deviations

statistics of random networks

percolation

Top articles of Christian Hirsch

Title

Journal

Author(s)

Publication Date

Large deviations of one-hidden-layer neural networks

arXiv preprint arXiv:2403.09310

Christian Hirsch

Daniel Willhalm

2024/3/14

Persistent homology based goodness-of-fit tests for spatial tessellations

Journal of Nonparametric Statistics

Christian Hirsch

Johannes Krebs

Claudia Redenbach

2024/1/2

Upper large deviations for power-weighted edge lengths in spatial random networks

Advances in Applied Probability

Christian Hirsch

Daniel Willhalm

2024

Connection intervals in multi-scale infrastructure-augmented dynamic networks

Stochastic Models

Christian Hirsch

Benedikt Jahnel

Elie Cali

2023/10/2

Asymptotic properties of one-layer artificial neural networks with sparse connectivity

Statistics & Probability Letters

Christian Hirsch

Matthias Neumann

Volker Schmidt

2023/2/1

Infinite WARM graphs III: Strong reinforcement regime

Nonlinearity

Christian Hirsch

Mark Holmes

Victor Kleptsyn

2023/4/28

Large deviation principle for geometric and topological functionals and associated point processes

arXiv preprint arXiv:2201.07276

Christian Hirsch

Takashi Owada

2022/1/18

Lower large deviations for geometric functionals in sparse, critical and dense regimes

arXiv preprint arXiv:2304.12832

Christian Hirsch

Daniel Willhalm

2023/4/25

Large deviations for the isoperimetric constant in 2D percolation

arXiv preprint arXiv:2309.14882

Christian Hirsch

Kyeongsik Nam

2023/9/26

Large deviations for hyperbolic -nearest neighbor balls

arXiv preprint arXiv:2304.08744

Christian Hirsch

Moritz Otto

Takashi Owada

Christoph Thäle

2023/4/18

On the topology of higher-order age-dependent random connection models

arXiv preprint arXiv:2309.11407

Christian Hirsch

Peter Juhasz

2023/9/20

Poisson approximation of fixed-degree nodes in weighted random connection models

arXiv preprint arXiv:2311.12643

Christian Hirsch

Benedikt Jahnel

Sanjoy Kumar Jhawar

Péter Juhász

2023/11/21

Large deviations for the volume of k-nearest neighbor balls

Electronic Journal of Probability

Christian Hirsch

Taegyu Kang

Takashi Owada

2023

Topology-based goodness-of-fit tests for sliced spatial data

Computational Statistics & Data Analysis

Alessandra Cipriani

Christian Hirsch

Martina Vittorietti

2023/3/1

Normal approximation for Gibbs processes via disagreement couplings

arXiv preprint arXiv:2309.00394

Christian Hirsch

Moritz Otto

Anne Marie Svane

2023/9/1

Cumulant method for weighted random connection models

arXiv preprint arXiv:2311.00600

Nils Heerten

Christian Hirsch

Moritz Otto

2023/11/1

Bayesian inference for stochastic multipath Radio Channel models

IEEE Transactions on Antennas and Propagation

Christian Hirsch

Ayush Bharti

Troels Pedersen

Rasmus Waagepetersen

2023/2/15

Limit theory of sparse random geometric graphs in high dimensions

Stochastic Processes and their Applications

Gilles Bonnet

Christian Hirsch

Daniel Rosen

Daniel Willhalm

2023/9/1

Percolation and connection times in multi-scale dynamic networks

Stochastic Processes and their Applications

Christian Hirsch

Benedikt Jahnel

Elie Cali

2022/9/1

Face and cycle percolation

arXiv preprint arXiv:2212.06243

Christian Hirsch

Daniel Valesin

2022/12/12

See List of Professors in Christian Hirsch University(Rijksuniversiteit Groningen)