Henri Pesonen

According to our database, Henri Pesonen authored at least 13 papers between 2010 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Misspecification-robust likelihood-free inference in high dimensions.

Owen Thomas, Raquel Sá-Leão, Hermínia de Lencastre, Samuel Kaski, Jukka Corander, Henri Pesonen

Comput. Stat., November, 2025

Digital home-based multimodal prehabilitation of colorectal cancer patients prior to surgery (the dHOPE study): a non-inferiority clinical trial protocol.

Guro Kleve, Chiara Dalla Santa, Felicia Kristiansen, Marita Tegnander, Victoria Buch, Cecilie Steen Hagemann, Marianne Helgheim, Parasto Engene, Henri Pesonen, Maiken Kojen Kleveland, Greta Lyster Hverven, Tormod Skogstad Nilsen, Mathyn Adrianus Marinus Vervaart, Helle Aanesen, Kari Thune Uglane, Mona Bjelland, Raphaël Zory, Frédéric Chorin, Victoire Cardot-Ruffino, Eva Ester Molina Beltran, Cindy Neuzillet, Mette Soerensen, Juulia Jylhävä, Irantzu Anzar, Valentin André Normand, Marius Myrstad, Arne Klungland, Hilde Loge Nilsen, Rune Ougland

Frontiers Digit. Health, 2025

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

Henri Pesonen, Jukka Corander

Comput. Stat. Data Anal., 2025

2024

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

Alexander Aushev, Thong Tran, Henri Pesonen, Andrew Howes, Samuel Kaski

Stat. Comput., February, 2024

An Extendable <i>Python</i> Implementation of Robust Optimization Monte Carlo.

Vasilis Gkolemis, Michael Gutmann, Henri Pesonen

J. Stat. Softw., 2024

2023

An Extendable Python Implementation of Robust Optimisation Monte Carlo.

Vasilis Gkolemis, Michael Gutmann, Henri Pesonen

CoRR, 2023

2022

Likelihood-free inference with deep Gaussian processes.

Alexander Aushev, Henri Pesonen, Markus Heinonen, Jukka Corander, Samuel Kaski

Comput. Stat. Data Anal., 2022

Identification of multiplicatively acting modulatory mutational signatures in cancer.

Dovydas Kiciatovas, Qingli Guo, Miika Kailas, Henri Pesonen, Jukka Corander, Samuel Kaski, Esa Pitkänen, Ville Mustonen

BMC Bioinform., 2022

2018

Approximate Bayesian Computation via Population Monte Carlo and Classification.

Charlie Rogers-Smith, Henri Pesonen, Samuel Kaski

CoRR, 2018

2015

Covariance matrix estimation for left-censored data.

Maiju Pesonen, Henri Pesonen, Jaakko Nevalainen

Comput. Stat. Data Anal., 2015

2012

Bayesian fault detection method for linear systems with outliers.

Henri Pesonen, Robert Piché

Proceedings of the 2012 Ubiquitous Positioning, 2012

2010

Cubature-based Kalman filters for positioning.

Henri Pesonen, Robert Piché

Proceedings of the 7th Workshop on Positioning Navigation and Communication, 2010

Mobile tracking in unknown non-line-of-sight conditions.

Chen Liang, Henri Pesonen, Robert Piché

Proceedings of the Ubiquitous Positioning Indoor Navigation and Location Based Service, 2010