Henri Pesonen

About Henri Pesonen

Henri Pesonen, With an exceptional h-index of 15 and a recent h-index of 13 (since 2020), a distinguished researcher at Universitetet i Oslo, specializes in the field of Approximate Bayesian Computation, Likelihood-free Inference, ELFI - Engine for Likelihood-free Inference.

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

Estimating Between Country Migration in Pneumococcal Populations

Past, Present and Future of Software for Bayesian Inference

Likelihood-free inference in state-space models with unknown dynamics

ABC of the future

Β-Lactam Antibiotic Use Modulates Multi-Drug Resistant Clone Success in Escherichia Coli Populations: A Longitudinal Multi-Country Genomic Cohort Study

Stratified distance space improves the efficiency of sequential samplers for approximate Bayesian computation

An Extendable Python Implementation of Robust Optimisation Monte Carlo

Identification of multiplicatively acting modulatory mutational signatures in cancer

Henri Pesonen Information

University

Position

Post-doctoral researcher

Citations(all)

780

Citations(since 2020)

644

Cited By

320

hIndex(all)

15

hIndex(since 2020)

13

i10Index(all)

19

i10Index(since 2020)

18

Email

University Profile Page

Google Scholar

Henri Pesonen Skills & Research Interests

Approximate Bayesian Computation

Likelihood-free Inference

ELFI - Engine for Likelihood-free Inference

Top articles of Henri Pesonen

Estimating Between Country Migration in Pneumococcal Populations

G3: Genes, Genomes, Genetics

2024/3/20

Henri Pesonen
Henri Pesonen

H-Index: 8

Past, Present and Future of Software for Bayesian Inference

2024/2

Likelihood-free inference in state-space models with unknown dynamics

Statistics and Computing

2024/2

Henri Pesonen
Henri Pesonen

H-Index: 8

Andrew Howes
Andrew Howes

H-Index: 12

ABC of the future

International Statistical Review

2022

Β-Lactam Antibiotic Use Modulates Multi-Drug Resistant Clone Success in Escherichia Coli Populations: A Longitudinal Multi-Country Genomic Cohort Study

2023

Stratified distance space improves the efficiency of sequential samplers for approximate Bayesian computation

arXiv preprint arXiv:2401.00324

2023/12/30

Henri Pesonen
Henri Pesonen

H-Index: 8

An Extendable Python Implementation of Robust Optimisation Monte Carlo

arXiv preprint arXiv:2309.10612

2023/9/19

Henri Pesonen
Henri Pesonen

H-Index: 8

Identification of multiplicatively acting modulatory mutational signatures in cancer

BMC bioinformatics

2022/12/6

Likelihood-free inference with deep Gaussian processes

Computational Statistics & Data Analysis

2022/10/1

Henri Pesonen
Henri Pesonen

H-Index: 8

Markus Heinonen
Markus Heinonen

H-Index: 16

Prior knowledge elicitation: The past, present, and future

arXiv preprint arXiv:2112.01380

2021/12/1

Apparent nosocomial adaptation of Enterococcus faecalis predates the modern hospital era

Nature communications

2021/3/9

Event timing in human vision: Modulating factors and independent functions

PloS one

2020/8/27

Generalised Bayes Updates with -divergences through Probabilistic Classifiers

arXiv preprint arXiv:2007.04358

2020/7/8

Owen Thomas
Owen Thomas

H-Index: 16

Henri Pesonen
Henri Pesonen

H-Index: 8

Maternal depressive symptoms during the pre‐and postnatal periods and infant attention to emotional faces

Child development

2020/3

Probabilistic elicitation of expert knowledge through assessment of computer simulations

arXiv preprint arXiv:2002.10902

2020/2/25

Owen Thomas
Owen Thomas

H-Index: 16

Henri Pesonen
Henri Pesonen

H-Index: 8

See List of Professors in Henri Pesonen University(Universitetet i Oslo)

Co-Authors

academic-engine