×
Compute Distance To:
Author ID: corander.jukka Recent zbMATH articles by "Corander, Jukka"
Published as: Corander, Jukka; Corander, J.

Publications by Year

Citations contained in zbMATH Open

36 Publications have been cited 161 times in 103 Documents Cited by Year
Bayesian optimization for likelihood-free inference of simulator-based statistical models. Zbl 1392.62072
Gutmann, Michael U.; Corander, Jukka
20
2016
Likelihood-free inference via classification. Zbl 1384.62089
Gutmann, Michael U.; Dutta, Ritabrata; Kaski, Samuel; Corander, Jukka
16
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
8
2016
Layered adaptive importance sampling. Zbl 06737687
Martino, L.; Elvira, V.; Luengo, D.; Corander, J.
8
2017
An adaptive population importance sampler: learning from uncertainty. Zbl 1394.94827
Martino, Luca; Elvira, Víctor; Luengo, David; Corander, Jukka
7
2015
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
Estimating the transmission dynamics of Streptococcus pneumoniae from strain prevalence data. Zbl 1418.92186
Numminen, Elina; Cheng, Lu; Gyllenberg, Mats; Corander, Jukka
7
2013
Stratified graphical models – context-specific independence in graphical models. Zbl 1327.62030
Nyman, Henrik; Pensar, Johan; Koski, Timo; Corander, Jukka
7
2014
Bayesian assessment of dimensionality in reduced rank regression. Zbl 1059.62022
Corander, Jukka; Villani, Mattias
5
2004
Learning discrete decomposable graphical models via constraint optimization. Zbl 06696855
Janhunen, Tomi; Gebser, Martin; Rintanen, Jussi; Nyman, Henrik; Pensar, Johan; Corander, Jukka
5
2017
Bayesian graphical model determination using decision theory. Zbl 1016.62004
Corander, Jukka
5
2003
Marginal pseudo-likelihood learning of discrete Markov network structures. Zbl 1384.62178
Pensar, Johan; Nyman, Henrik; Niiranen, Juha; Corander, Jukka
5
2017
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
Optimal Viterbi Bayesian predictive classification for data from finite alphabets. Zbl 1254.62007
Corander, Jukka; Xiong, Jie; Cui, Yaqiong; Koski, Timo
4
2013
Random partition models and exchangeability for Bayesian identification of population structure. Zbl 1141.62310
Corander, Jukka; Gyllenberg, Mats; Koski, Timo
4
2007
A Bayesian approach to modelling graphical vector autoregressions. Zbl 1113.62098
Corander, Jukka; Vllani, Mattias
3
2006
Low-rank doubly stochastic matrix decomposition for cluster analysis. Zbl 1392.62195
Yang, Zhirong; Corander, Jukka; Oja, Erkki
3
2016
Learning Gaussian graphical models with fractional marginal pseudo-likelihood. Zbl 1407.62193
Leppä-aho, Janne; Pensar, Johan; Roos, Teemu; Corander, Jukka
3
2017
Have I seen you before? Principles of Bayesian predictive classification revisited. Zbl 1322.62164
Corander, Jukka; Cui, Yaqiong; Koski, Timo; Sirén, Jukka
3
2013
Bayesian model learning based on predictive entropy. Zbl 1100.62031
Corander, Jukka; Marttinen, Pekka
3
2006
The role of local partial independence in learning of Bayesian networks. Zbl 1344.68192
Pensar, Johan; Nyman, Henrik; Lintusaari, Jarno; Corander, Jukka
3
2016
Bayesian analysis of population structure based on linked molecular information. Zbl 1107.62115
Corander, Jukka; Tang, Jing
2
2007
Inductive inference and partition exchangeability in classification. Zbl 1403.68183
Corander, Jukka; Cui, Yaqiong; Koski, Timo
2
2013
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
MCMC-driven adaptive multiple importance sampling. Zbl 1364.65006
Martino, Luca; Elvira, Víctor; Luengo, David; Corander, Jukka
2
2015
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
A logical approach to context-specific independence. Zbl 1478.03067
Corander, Jukka; Hyttinen, Antti; Kontinen, Juha; Pensar, Johan; Väänänen, Jouko
1
2016
Recursive learning for sparse Markov models. Zbl 1359.62269
Xiong, Jie; Jääskinen, Väinö; Corander, Jukka
1
2016
Volume of metric balls in high-dimensional complex Grassmann manifolds. Zbl 1359.94912
Pitaval, Renaud-Alexandre; Wei, Lu; Tirkkonen, Olav; Corander, Jukka
1
2016
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
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
Adaptive approximate Bayesian computation tolerance selection. Zbl 1480.62165
Simola, Umberto; Cisewski-Kehe, Jessi; Gutmann, Michael U.; Corander, Jukka
1
2021
Adaptive approximate Bayesian computation tolerance selection. Zbl 1480.62165
Simola, Umberto; Cisewski-Kehe, Jessi; Gutmann, Michael U.; Corander, Jukka
1
2021
Likelihood-free inference via classification. Zbl 1384.62089
Gutmann, Michael U.; Dutta, Ritabrata; Kaski, Samuel; Corander, Jukka
16
2018
Layered adaptive importance sampling. Zbl 06737687
Martino, L.; Elvira, V.; Luengo, D.; Corander, J.
8
2017
Learning discrete decomposable graphical models via constraint optimization. Zbl 06696855
Janhunen, Tomi; Gebser, Martin; Rintanen, Jussi; Nyman, Henrik; Pensar, Johan; Corander, Jukka
5
2017
Marginal pseudo-likelihood learning of discrete Markov network structures. Zbl 1384.62178
Pensar, Johan; Nyman, Henrik; Niiranen, Juha; Corander, Jukka
5
2017
Learning Gaussian graphical models with fractional marginal pseudo-likelihood. Zbl 1407.62193
Leppä-aho, Janne; Pensar, Johan; Roos, Teemu; Corander, Jukka
3
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
20
2016
Context-specific independence in graphical log-linear models. Zbl 1348.65036
Nyman, Henrik; Pensar, Johan; Koski, Timo; Corander, Jukka
8
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
A logical approach to context-specific independence. Zbl 1478.03067
Corander, Jukka; Hyttinen, Antti; Kontinen, Juha; Pensar, Johan; Väänänen, Jouko
1
2016
Recursive learning for sparse Markov models. Zbl 1359.62269
Xiong, Jie; Jääskinen, Väinö; Corander, Jukka
1
2016
Volume of metric balls in high-dimensional complex Grassmann manifolds. Zbl 1359.94912
Pitaval, Renaud-Alexandre; Wei, Lu; Tirkkonen, Olav; 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
7
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
2
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
7
2013
Optimal Viterbi Bayesian predictive classification for data from finite alphabets. Zbl 1254.62007
Corander, Jukka; Xiong, Jie; Cui, Yaqiong; Koski, Timo
4
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
A Bayesian approach to modelling graphical vector autoregressions. Zbl 1113.62098
Corander, Jukka; Vllani, Mattias
3
2006
Bayesian model learning based on predictive entropy. Zbl 1100.62031
Corander, Jukka; Marttinen, Pekka
3
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
5
2003
all top 5

Cited by 206 Authors

24 Corander, Jukka
10 Pensar, Johan
8 Koski, Timo J. T.
7 Nyman, Henrik
5 Gutmann, Michael U.
5 Marttinen, Pekka
5 Nott, David John
5 Vehtari, Aki
4 Drovandi, Christopher C.
4 Martino, Luca
3 Cazzaro, Manuela
3 Dutta, Ritabrata
3 Elvira, Víctor
3 Gebser, Martin
3 Gyllenberg, Mats
3 Janhunen, Tomi
3 Järvenpää, Marko
3 Kaski, Samuel
3 Kohonen, Jukka
3 Nicolussi, Federica
3 Sirén, Jukka
3 Sisson, Scott A.
2 Alquier, Pierre
2 Bomanson, Jori
2 Cisewski-Kehe, Jessi
2 Consonni, Guido
2 Cotter, Simon L.
2 Cui, Yaqiong
2 Hyttinen, Antti
2 Karabatsos, George
2 Klimova, Anna
2 Koloydenko, Alexey Alexandrovich
2 Kontinen, Juha
2 Kuljus, Kristi
2 Lember, Jüri
2 Luengo, David
2 Ntzoufras, Ioannis
2 Ong, Victor M. H.
2 Rudas, Tamás
2 Russell, Paul T.
2 Simola, Umberto
2 Spencer, Simon Edward Frank
2 Touloupou, Panayiota
2 Tran, Minh Ngoc
2 Väänänen, Jouko Antero
2 Villani, Mattias
1 Abbasnejad, M. Ehsan
1 An, Ziwen
1 Anderson, Paul E.
1 Ankinakatte, Smitha
1 Arnold, Richard A.
1 Ba, Yuming
1 Baladandayuthapani, Veerabhadran
1 Balakrishnan, Sivaraman
1 Barbero, Fausto
1 Basáñez, Maria-Gloria
1 Bertl, Johanna
1 Besser, Thomas E.
1 Bogaerts, Bart
1 Bravington, Mark V.
1 Brehmer, Johann
1 Buchholz, Alexander
1 Bueno, Marcos L. P.
1 Bugallo, Mónica F.
1 Bürkner, Paul-Christian
1 Carel, Léna
1 Cheng, Lu
1 Chopard, Bastien
1 Chopin, Nicolas
1 Costilla, Roy
1 Cotter, Colin John
1 Cranmer, Kyle
1 Dai, Zhenwen
1 de Wiljes, Jana
1 De Wulf, Wolf
1 Deardon, Rob
1 Dobra, Adrian
1 Edwards, David G.
1 Elbasha, Elamin H.
1 Ewing, Gregory
1 Fasiolo, Matteo
1 Fasli, Maria
1 Fernández, Daniel
1 Finkenstädt, Bärbel F.
1 Forrester, Peter J.
1 Fouskakis, Dimitris
1 French, Nigel P.
1 Futschik, Andreas
1 Gao, Chao
1 Gao, Xin
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 Gumel, Abba B.
1 Hartig, Florian
...and 106 more Authors
all top 5

Cited in 58 Serials

10 Statistics and Computing
6 Bayesian Analysis
4 Electronic Journal of Statistics
4 The Annals of Applied Statistics
3 Psychometrika
3 Machine Learning
3 Computational Statistics
3 Advances in Data Analysis and Classification. ADAC
3 Journal of Computational and Graphical Statistics
2 Journal of the American Statistical Association
2 Communications in Statistics. Theory and Methods
2 Journal of Statistical Computation and Simulation
2 Computational Statistics and Data Analysis
2 International Journal of Computer Vision
2 Bernoulli
2 Theory and Practice of Logic Programming
2 Statistical Applications in Genetics and Molecular Biology
2 Statistics Surveys
2 SIAM/ASA Journal on Uncertainty Quantification
1 Artificial Intelligence
1 The Canadian Journal of Statistics
1 Mathematical Biosciences
1 Scandinavian Journal of Statistics
1 Bulletin of Mathematical Biology
1 Annals of the Institute of Statistical Mathematics
1 Information Sciences
1 Journal of Multivariate Analysis
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 Physica D
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 Applied Statistics
1 Journal of Integer Sequences
1 Computational Geosciences
1 Econometric Theory
1 Optimization and Engineering
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 Journal of Biological Dynamics
1 SIAM Journal on Imaging Sciences
1 Sankhyā. Series B
1 Journal of Theoretical Biology
1 International Journal of Systems Science. Principles and Applications of Systems and Integration
1 Proceedings of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences

Citations by Year