Jukka Corander

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T313 Dept. Computer Science
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https://research.aalto.fi/...

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Publications

ABC of the future

Henri Pesonen, Umberto Simola, Alvaro Köhn-Luque, Henri Vuollekoski, Xiaoran Lai, Arnoldo Frigessi, Samuel Kaski, David T. Frazier, Worapree Maneesoonthorn, Gael M. Martin, Jukka Corander 2023 INTERNATIONAL STATISTICAL REVIEW

Stochastic cluster embedding

Zhirong Yang, Yuwei Chen, Denis Sedov, Samuel Kaski, Jukka Corander 2023 STATISTICS AND COMPUTING

Identification of multiplicatively acting modulatory mutational signatures in cancer

Dovydas Kičiatovas, Qingli Guo, Miika Kailas, Henri Pesonen, Jukka Corander, Samuel Kaski, Esa Pitkänen, Ville Mustonen 2022 BMC Bioinformatics

Mandrake: visualizing microbial population structure by embedding millions of genomes into a low-dimensional representation

John A. Lees, Gerry Tonkin-Hill, Zhirong Yang, Jukka Corander 2022 Philosophical transactions of the Royal Society of London. Series B, Biological sciences

Accounting for stellar activity signals in radial-velocity data by using change point detection techniques star

U. Simola, A. Bonfanti, X. Dumusque, J. Cisewski-Kehe, S. Kaski, J. Corander 2022 Astronomy & Astrophysics

Likelihood-free inference by ratio estimation

Owen M. Thomas, Ritabrata Dutta, Jukka Corander, Samuel Kaski, Michael Gutmann 2022 Bayesian Analysis

High-dimensional structure learning of sparse vector autoregressive models using fractional marginal pseudo-likelihood

Kimmo Suotsalo, Yingying Xu, Jukka Corander, Johan Pensar 2021 STATISTICS AND COMPUTING

Plasmids shaped the recent emergence of the major nosocomial pathogen Enterococcus faecium

Sergio Arredondo-Alonso, Janetta Top, Alan McNally, Santeri Puranen, Maiju Pesonen, Johan Pensar, Pekka Marttinen, Johanna Braat, Malbert Rogers, Willem van Schaik, Samuel Kaski, Rob J L Willems, Jukka Corander, Anita Schürch 2020 MBIO

High-dimensional structure learning of binary pairwise Markov networks

Johan Pensar, Yingying Xu, Santeri Puranen, Maiju Pesonen, Yoshiyuki Kabashima, Jukka Corander 2020 Computational Statistics and Data Analysis

Genomic rearrangements uncovered by genome-wide co-evolution analysis of a major nosocomial pathogen, Enterococcus faecium

Janetta Top, Sergio Arredondo-Alonso, Anita C. Schürch, Santeri Puranen, Maiju Pesonen, Johan Pensar, Rob J.L. Willems, Jukka Corander 2020 Microbial Genomics