Henri Pesonen

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 7

Top Topics

Monte Carlo Methods

Gaussian Process

Top Venues

Comput. Stat. Data Anal.

Publications

Alexander Aushev, Thong Tran, Henri Pesonen, Andrew Howes, Samuel Kaski
Likelihood-free inference in state-space models with unknown dynamics. Stat. Comput. 34 (1) (2024)
Vasilis Gkolemis, Michael Gutmann, Henri Pesonen
An Extendable Python Implementation of Robust Optimisation Monte Carlo. CoRR (2023)
Dovydas Kiciatovas, Qingli Guo, Miika Kailas, Henri Pesonen, Jukka Corander, Samuel Kaski, Esa Pitkänen, Ville Mustonen
Identification of multiplicatively acting modulatory mutational signatures in cancer. BMC Bioinform. 23 (1) (2022)
Alexander Aushev, Henri Pesonen, Markus Heinonen, Jukka Corander, Samuel Kaski
Likelihood-free inference with deep Gaussian processes. Comput. Stat. Data Anal. 174 (2022)
Alexander Aushev, Thong Tran, Henri Pesonen, Andrew Howes, Samuel Kaski
Likelihood-Free Inference in State-Space Models with Unknown Dynamics. CoRR (2021)
Alexander Aushev, Henri Pesonen, Markus Heinonen, Jukka Corander, Samuel Kaski
Likelihood-Free Inference with Deep Gaussian Processes. CoRR (2020)
Charlie Rogers-Smith, Henri Pesonen, Samuel Kaski
Approximate Bayesian Computation via Population Monte Carlo and Classification. CoRR (2018)
Maiju Pesonen, Henri Pesonen, Jaakko Nevalainen
Covariance matrix estimation for left-censored data. Comput. Stat. Data Anal. 92 (2015)
Henri Pesonen, Robert Piché
Bayesian fault detection method for linear systems with outliers. UPINLBS (2012)
Chen Liang, Henri Pesonen, Robert Piché
Mobile tracking in unknown non-line-of-sight conditions. UPINLBS (2010)
Henri Pesonen, Robert Piché
Cubature-based Kalman filters for positioning. WPNC (2010)