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Corander, Jukka

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Author ID: corander.jukka Recent zbMATH articles by "Corander, Jukka"
Published as: Corander, Jukka; Corander, J.
Documents Indexed: 48 Publications since 2003

Publications by Year

Citations contained in zbMATH Open

31 Publications have been cited 120 times in 75 Documents Cited by Year
Bayesian optimization for likelihood-free inference of simulator-based statistical models. Zbl 1392.62072
Gutmann, Michael U.; Corander, Jukka
14
2016
Likelihood-free inference via classification. Zbl 1384.62089
Gutmann, Michael U.; Dutta, Ritabrata; Kaski, Samuel; Corander, Jukka
12
2018
Labeled graphical models. Zbl 1034.62049
Corander, Jukka
9
2003
Context-specific independence in graphical log-linear models. Zbl 1348.65036
Nyman, Henrik; Pensar, Johan; Koski, Timo; Corander, Jukka
7
2016
Stratified graphical models – context-specific independence in graphical models. Zbl 1327.62030
Nyman, Henrik; Pensar, Johan; Koski, Timo; Corander, Jukka
7
2014
Bayesian unsupervised classification framework based on stochastic partitions of data and a parallel search strategy. Zbl 1231.62031
Corander, Jukka; Gyllenberg, Mats; Koski, Timo
7
2009
An adaptive population importance sampler: learning from uncertainty. Zbl 1394.94827
Martino, Luca; Elvira, Víctor; Luengo, David; Corander, Jukka
6
2015
Labeled directed acyclic graphs: a generalization of context-specific independence in directed graphical models. Zbl 1403.68206
Pensar, Johan; Nyman, Henrik; Koski, Timo; Corander, Jukka
5
2015
Bayesian assessment of dimensionality in reduced rank regression. Zbl 1059.62022
Corander, Jukka; Villani, Mattias
5
2004
Estimating the transmission dynamics of Streptococcus pneumoniae from strain prevalence data. Zbl 1418.92186
Numminen, Elina; Cheng, Lu; Gyllenberg, Mats; Corander, Jukka
4
2013
Bayesian graphical model determination using decision theory. Zbl 1016.62004
Corander, Jukka
4
2003
Random partition models and exchangeability for Bayesian identification of population structure. Zbl 1141.62310
Corander, Jukka; Gyllenberg, Mats; Koski, Timo
4
2007
Low-rank doubly stochastic matrix decomposition for cluster analysis. Zbl 1392.62195
Yang, Zhirong; Corander, Jukka; Oja, Erkki
3
2016
Optimal Viterbi Bayesian predictive classification for data from finite alphabets. Zbl 1254.62007
Corander, Jukka; Xiong, Jie; Cui, Yaqiong; Koski, Timo
3
2013
The role of local partial independence in learning of Bayesian networks. Zbl 1344.68192
Pensar, Johan; Nyman, Henrik; Lintusaari, Jarno; Corander, Jukka
3
2016
Have I seen you before? Principles of Bayesian predictive classification revisited. Zbl 1322.62164
Corander, Jukka; Cui, Yaqiong; Koski, Timo; Sirén, Jukka
3
2013
Inductive inference and partition exchangeability in classification. Zbl 1403.68183
Corander, Jukka; Cui, Yaqiong; Koski, Timo
2
2013
Bayesian model learning based on predictive entropy. Zbl 1100.62031
Corander, Jukka; Marttinen, Pekka
2
2006
Bayesian analysis of population structure based on linked molecular information. Zbl 1107.62115
Corander, Jukka; Tang, Jing
2
2007
Addition chains meet postage stamps: reducing the number of multiplications. Zbl 1353.11017
Kohonen, Jukka; Corander, Jukka
2
2014
Bayesian block-diagonal predictive classifier for Gaussian data. Zbl 1336.62176
Corander, Jukka; Koski, Timo; Pavlenko, Tatjana; Tillander, Annika
2
2013
Sparse Markov chains for sequence data. Zbl 1309.62053
Jääskinen, Väinö; Xiong, Jie; Corander, Jukka; Koski, Timo
2
2014
Context-specific and local independence in Markovian dependence structures. Zbl 1429.62181
Nyman, Henrik; Pensar, Johan; Corander, Jukka
2
2016
Marginal pseudo-likelihood learning of discrete Markov network structures. Zbl 1384.62178
Pensar, Johan; Nyman, Henrik; Niiranen, Juha; Corander, Jukka
2
2017
A Bayesian approach to modelling graphical vector autoregressions. Zbl 1113.62098
Corander, Jukka; Vllani, Mattias
2
2006
Recursive learning for sparse Markov models. Zbl 1359.62269
Xiong, Jie; Jääskinen, Väinö; Corander, Jukka
1
2016
Learning Gaussian graphical models with fractional marginal pseudo-likelihood. Zbl 1407.62193
Leppä-aho, Janne; Pensar, Johan; Roos, Teemu; Corander, Jukka
1
2017
Bayesian clustering of DNA sequences using Markov chains and a stochastic partition model. Zbl 1296.92157
Jääskinen, Väinö; Parkkinen, Ville; Cheng, Lu; Corander, Jukka
1
2014
Marginal and simultaneous predictive classification using stratified graphical models. Zbl 1414.62262
Nyman, Henrik; Xiong, Jie; Pensar, Johan; Corander, Jukka
1
2016
MCMC-driven adaptive multiple importance sampling. Zbl 1364.65006
Martino, Luca; Elvira, Víctor; Luengo, David; Corander, Jukka
1
2015
From random matrix theory to coding theory: volume of a metric ball in unitary group. Zbl 1368.94062
Wei, Lu; Pitaval, Renaud-Alexandre; Corander, Jukka; Tirkkonen, Olav
1
2017
Likelihood-free inference via classification. Zbl 1384.62089
Gutmann, Michael U.; Dutta, Ritabrata; Kaski, Samuel; Corander, Jukka
12
2018
Marginal pseudo-likelihood learning of discrete Markov network structures. Zbl 1384.62178
Pensar, Johan; Nyman, Henrik; Niiranen, Juha; Corander, Jukka
2
2017
Learning Gaussian graphical models with fractional marginal pseudo-likelihood. Zbl 1407.62193
Leppä-aho, Janne; Pensar, Johan; Roos, Teemu; Corander, Jukka
1
2017
From random matrix theory to coding theory: volume of a metric ball in unitary group. Zbl 1368.94062
Wei, Lu; Pitaval, Renaud-Alexandre; Corander, Jukka; Tirkkonen, Olav
1
2017
Bayesian optimization for likelihood-free inference of simulator-based statistical models. Zbl 1392.62072
Gutmann, Michael U.; Corander, Jukka
14
2016
Context-specific independence in graphical log-linear models. Zbl 1348.65036
Nyman, Henrik; Pensar, Johan; Koski, Timo; Corander, Jukka
7
2016
Low-rank doubly stochastic matrix decomposition for cluster analysis. Zbl 1392.62195
Yang, Zhirong; Corander, Jukka; Oja, Erkki
3
2016
The role of local partial independence in learning of Bayesian networks. Zbl 1344.68192
Pensar, Johan; Nyman, Henrik; Lintusaari, Jarno; Corander, Jukka
3
2016
Context-specific and local independence in Markovian dependence structures. Zbl 1429.62181
Nyman, Henrik; Pensar, Johan; Corander, Jukka
2
2016
Recursive learning for sparse Markov models. Zbl 1359.62269
Xiong, Jie; Jääskinen, Väinö; Corander, Jukka
1
2016
Marginal and simultaneous predictive classification using stratified graphical models. Zbl 1414.62262
Nyman, Henrik; Xiong, Jie; Pensar, Johan; Corander, Jukka
1
2016
An adaptive population importance sampler: learning from uncertainty. Zbl 1394.94827
Martino, Luca; Elvira, Víctor; Luengo, David; Corander, Jukka
6
2015
Labeled directed acyclic graphs: a generalization of context-specific independence in directed graphical models. Zbl 1403.68206
Pensar, Johan; Nyman, Henrik; Koski, Timo; Corander, Jukka
5
2015
MCMC-driven adaptive multiple importance sampling. Zbl 1364.65006
Martino, Luca; Elvira, Víctor; Luengo, David; Corander, Jukka
1
2015
Stratified graphical models – context-specific independence in graphical models. Zbl 1327.62030
Nyman, Henrik; Pensar, Johan; Koski, Timo; Corander, Jukka
7
2014
Addition chains meet postage stamps: reducing the number of multiplications. Zbl 1353.11017
Kohonen, Jukka; Corander, Jukka
2
2014
Sparse Markov chains for sequence data. Zbl 1309.62053
Jääskinen, Väinö; Xiong, Jie; Corander, Jukka; Koski, Timo
2
2014
Bayesian clustering of DNA sequences using Markov chains and a stochastic partition model. Zbl 1296.92157
Jääskinen, Väinö; Parkkinen, Ville; Cheng, Lu; Corander, Jukka
1
2014
Estimating the transmission dynamics of Streptococcus pneumoniae from strain prevalence data. Zbl 1418.92186
Numminen, Elina; Cheng, Lu; Gyllenberg, Mats; Corander, Jukka
4
2013
Optimal Viterbi Bayesian predictive classification for data from finite alphabets. Zbl 1254.62007
Corander, Jukka; Xiong, Jie; Cui, Yaqiong; Koski, Timo
3
2013
Have I seen you before? Principles of Bayesian predictive classification revisited. Zbl 1322.62164
Corander, Jukka; Cui, Yaqiong; Koski, Timo; Sirén, Jukka
3
2013
Inductive inference and partition exchangeability in classification. Zbl 1403.68183
Corander, Jukka; Cui, Yaqiong; Koski, Timo
2
2013
Bayesian block-diagonal predictive classifier for Gaussian data. Zbl 1336.62176
Corander, Jukka; Koski, Timo; Pavlenko, Tatjana; Tillander, Annika
2
2013
Bayesian unsupervised classification framework based on stochastic partitions of data and a parallel search strategy. Zbl 1231.62031
Corander, Jukka; Gyllenberg, Mats; Koski, Timo
7
2009
Random partition models and exchangeability for Bayesian identification of population structure. Zbl 1141.62310
Corander, Jukka; Gyllenberg, Mats; Koski, Timo
4
2007
Bayesian analysis of population structure based on linked molecular information. Zbl 1107.62115
Corander, Jukka; Tang, Jing
2
2007
Bayesian model learning based on predictive entropy. Zbl 1100.62031
Corander, Jukka; Marttinen, Pekka
2
2006
A Bayesian approach to modelling graphical vector autoregressions. Zbl 1113.62098
Corander, Jukka; Vllani, Mattias
2
2006
Bayesian assessment of dimensionality in reduced rank regression. Zbl 1059.62022
Corander, Jukka; Villani, Mattias
5
2004
Labeled graphical models. Zbl 1034.62049
Corander, Jukka
9
2003
Bayesian graphical model determination using decision theory. Zbl 1016.62004
Corander, Jukka
4
2003
all top 5

Cited by 144 Authors

21 Corander, Jukka
9 Pensar, Johan
8 Koski, Timo J. T.
7 Nyman, Henrik
4 Nott, David John
3 Cazzaro, Manuela
3 Drovandi, Christopher C.
3 Dutta, Ritabrata
3 Gutmann, Michael U.
3 Gyllenberg, Mats
3 Kaski, Samuel
3 Kohonen, Jukka
3 Martino, Luca
3 Marttinen, Pekka
3 Nicolussi, Federica
3 Sirén, Jukka
3 Sisson, Scott A.
3 Vehtari, Aki
2 Alquier, Pierre
2 Consonni, Guido
2 Cotter, Simon L.
2 Cui, Yaqiong
2 Elvira, Víctor
2 Gebser, Martin
2 Hyttinen, Antti
2 Janhunen, Tomi
2 Järvenpää, Marko
2 Karabatsos, George
2 Kontinen, Juha
2 Luengo, David
2 Ong, Victor M. H.
2 Russell, Paul T.
2 Tran, Minh Ngoc
2 Väänänen, Jouko Antero
2 Villani, Mattias
1 An, Ziwen
1 Anderson, Paul E.
1 Ankinakatte, Smitha
1 Arnold, Richard A.
1 Baladandayuthapani, Veerabhadran
1 Barbero, Fausto
1 Bertl, Johanna
1 Bomanson, Jori
1 Bravington, Mark V.
1 Brehmer, Johann
1 Bueno, Marcos L. P.
1 Bugallo, Mónica F.
1 Carel, Léna
1 Cheng, Lu
1 Chopard, Bastien
1 Costilla, Roy
1 Cotter, Colin John
1 Cranmer, Kyle
1 Dai, Zhenwen
1 Deardon, Rob
1 Dobra, Adrian
1 Edwards, David G.
1 Ewing, Gregory
1 Fasiolo, Matteo
1 Fernández, Daniel
1 Fouskakis, Dimitris
1 Futschik, Andreas
1 Gao, Chao
1 Gasbarra, Dario
1 Gasthaus, Jan
1 Giannone, Domenico
1 Gillis, Nicolas
1 Gjini, Erida
1 Gomes, M. Gabriela M.
1 Gretton, Arthur
1 Guedj, Benjamin
1 Hartig, Florian
1 Hommersom, Arjen
1 Idier, Jérôme
1 Jääskinen, Väinö
1 Kangasrääsiö, Antti
1 Kevrekidis, Ioannis George
1 Klimova, Anna
1 Koivunen, Visa
1 Koloydenko, Alexey Alexandrovich
1 Kosiol, Carolin
1 Krapivsky, Pavel L.
1 Kuljus, Kristi
1 Künzli, Pierre
1 Leisen, Fabrizio
1 Lember, Jüri
1 Lenza, Michele
1 Leplat, Valentin
1 Linard, Alexis
1 Liseo, Brunero
1 Liu, Ivy
1 Louppe, Gilles
1 Louzada, Francisco
1 Lucas, Peter J. F.
1 Luck, Jean-Marc
1 Lücke, Jörg
1 Mallick, Kirone
1 Marin, Jean-Michel
1 Martin, Donald E. K.
1 Mengersen, Kerrie L.
...and 44 more Authors
all top 5

Cited in 46 Serials

8 Statistics and Computing
4 Bayesian Analysis
3 Computational Statistics
3 Advances in Data Analysis and Classification. ADAC
3 Electronic Journal of Statistics
2 Journal of the American Statistical Association
2 Machine Learning
2 Communications in Statistics. Theory and Methods
2 Computational Statistics and Data Analysis
2 Bernoulli
2 Statistical Applications in Genetics and Molecular Biology
2 The Annals of Applied Statistics
2 Statistics Surveys
2 SIAM/ASA Journal on Uncertainty Quantification
1 Artificial Intelligence
1 The Canadian Journal of Statistics
1 Mathematical Biosciences
1 Psychometrika
1 Scandinavian Journal of Statistics
1 Bulletin of Mathematical Biology
1 Annals of the Institute of Statistical Mathematics
1 Journal of Number Theory
1 Journal of Philosophical Logic
1 Metron
1 Journal of Time Series Analysis
1 Annals of Pure and Applied Logic
1 Journal of Classification
1 Statistical Science
1 International Journal of Approximate Reasoning
1 SIAM Journal on Matrix Analysis and Applications
1 Neural Computation
1 Proceedings of the National Academy of Sciences of the United States of America
1 Journal of Logic, Language and Information
1 Mathematical Methods of Statistics
1 Data Mining and Knowledge Discovery
1 Journal of Integer Sequences
1 Econometric Theory
1 Statistical Modelling
1 Entropy
1 Journal of Machine Learning Research (JMLR)
1 Statistical Methods and Applications
1 Journal of Statistical Mechanics: Theory and Experiment
1 SIAM Journal on Imaging Sciences
1 Sankhyā. Series B
1 Journal of Theoretical Biology
1 Proceedings of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences

Citations by Year