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ORCIDBibTeX records: Patrik O. Hoyer
@article{DBLP:journals/jmlr/HyttinenEH13,
author = {Antti Hyttinen and
Frederick Eberhardt and
Patrik O. Hoyer},
title = {Experiment selection for causal discovery},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3041--3071},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567758},
doi = {10.5555/2567709.2567758},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HyttinenEH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/EntnerHS13,
author = {Doris Entner and
Patrik O. Hoyer and
Peter Spirtes},
title = {Data-driven covariate selection for nonparametric estimation of causal
effects},
booktitle = {Proceedings of the Sixteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2013, Scottsdale, AZ, USA,
April 29 - May 1, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {31},
pages = {256--264},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v31/entner13a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/EntnerHS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HyttinenHEJ13,
author = {Antti Hyttinen and
Patrik O. Hoyer and
Frederick Eberhardt and
Matti J{\"{a}}rvisalo},
editor = {Ann E. Nicholson and
Padhraic Smyth},
title = {Discovering Cyclic Causal Models with Latent Variables: {A} General
SAT-Based Procedure},
booktitle = {Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2013, Bellevue, WA, USA, August 11-15, 2013},
publisher = {{AUAI} Press},
year = {2013},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2391\&\#38;proceeding\_id=29},
timestamp = {Fri, 16 Jul 2021 16:15:58 +0200},
biburl = {https://dblp.org/rec/conf/uai/HyttinenHEJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HyttinenHEJ13,
author = {Antti Hyttinen and
Patrik O. Hoyer and
Frederick Eberhardt and
Matti J{\"{a}}rvisalo},
title = {Discovering Cyclic Causal Models with Latent Variables: {A} General
SAT-Based Procedure},
journal = {CoRR},
volume = {abs/1309.6836},
year = {2013},
url = {http://arxiv.org/abs/1309.6836},
eprinttype = {arXiv},
eprint = {1309.6836},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HyttinenHEJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HyttinenEH12,
author = {Antti Hyttinen and
Frederick Eberhardt and
Patrik O. Hoyer},
title = {Learning linear cyclic causal models with latent variables},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {3387--3439},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503350},
doi = {10.5555/2503308.2503350},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HyttinenEH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/EntnerH12,
author = {Doris Entner and
Patrik O. Hoyer},
editor = {Alessandro E. P. Villa and
Wlodzislaw Duch and
P{\'{e}}ter {\'{E}}rdi and
Francesco Masulli and
G{\"{u}}nther Palm},
title = {Estimating a Causal Order among Groups of Variables in Linear Models},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2012 - 22nd
International Conference on Artificial Neural Networks, Lausanne,
Switzerland, September 11-14, 2012, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7553},
pages = {84--91},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33266-1\_11},
doi = {10.1007/978-3-642-33266-1\_11},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/EntnerH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HyttinenEH12,
author = {Antti Hyttinen and
Frederick Eberhardt and
Patrik O. Hoyer},
editor = {Nando de Freitas and
Kevin P. Murphy},
title = {Causal Discovery of Linear Cyclic Models from Multiple Experimental
Data Sets with Overlapping Variables},
booktitle = {Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial
Intelligence, Catalina Island, CA, USA, August 14-18, 2012},
pages = {387--396},
publisher = {{AUAI} Press},
year = {2012},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2301\&\#38;proceeding\_id=28},
timestamp = {Mon, 23 Nov 2020 08:36:48 +0100},
biburl = {https://dblp.org/rec/conf/uai/HyttinenEH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/EntnerHS12,
author = {Doris Entner and
Patrik O. Hoyer and
Peter Spirtes},
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {Statistical test for consistent estimation of causal effects in linear
non-Gaussian models},
booktitle = {Proceedings of the Fifteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
Spain, April 21-23, 2012},
series = {{JMLR} Proceedings},
volume = {22},
pages = {364--372},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/entner12.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/EntnerHS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-3735,
author = {Antti Hyttinen and
Frederick Eberhardt and
Patrik O. Hoyer},
title = {Noisy-OR Models with Latent Confounding},
journal = {CoRR},
volume = {abs/1202.3735},
year = {2012},
url = {http://arxiv.org/abs/1202.3735},
eprinttype = {arXiv},
eprint = {1202.3735},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-3735.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1205-2641,
author = {Patrik O. Hoyer and
Antti Hyttinen},
title = {Bayesian Discovery of Linear Acyclic Causal Models},
journal = {CoRR},
volume = {abs/1205.2641},
year = {2012},
url = {http://arxiv.org/abs/1205.2641},
eprinttype = {arXiv},
eprint = {1205.2641},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1205-2641.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-3260,
author = {Patrik O. Hoyer and
Aapo Hyv{\"{a}}rinen and
Richard Scheines and
Peter Spirtes and
Joseph D. Ramsey and
Gustavo Lacerda and
Shohei Shimizu},
title = {Causal discovery of linear acyclic models with arbitrary distributions},
journal = {CoRR},
volume = {abs/1206.3260},
year = {2012},
url = {http://arxiv.org/abs/1206.3260},
eprinttype = {arXiv},
eprint = {1206.3260},
timestamp = {Fri, 11 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-3260.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-3273,
author = {Gustavo Lacerda and
Peter Spirtes and
Joseph D. Ramsey and
Patrik O. Hoyer},
title = {Discovering Cyclic Causal Models by Independent Components Analysis},
journal = {CoRR},
volume = {abs/1206.3273},
year = {2012},
url = {http://arxiv.org/abs/1206.3273},
eprinttype = {arXiv},
eprint = {1206.3273},
timestamp = {Fri, 11 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-3273.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-1413,
author = {Shohei Shimizu and
Aapo Hyv{\"{a}}rinen and
Yutaka Kano and
Patrik O. Hoyer},
title = {Discovery of non-gaussian linear causal models using {ICA}},
journal = {CoRR},
volume = {abs/1207.1413},
year = {2012},
url = {http://arxiv.org/abs/1207.1413},
eprinttype = {arXiv},
eprint = {1207.1413},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-1413.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-1977,
author = {Doris Entner and
Patrik O. Hoyer},
title = {Estimating a Causal Order among Groups of Variables in Linear Models},
journal = {CoRR},
volume = {abs/1207.1977},
year = {2012},
url = {http://arxiv.org/abs/1207.1977},
eprinttype = {arXiv},
eprint = {1207.1977},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-1977.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-4879,
author = {Antti Hyttinen and
Frederick Eberhardt and
Patrik O. Hoyer},
title = {Causal Discovery of Linear Cyclic Models from Multiple Experimental
Data Sets with Overlapping Variables},
journal = {CoRR},
volume = {abs/1210.4879},
year = {2012},
url = {http://arxiv.org/abs/1210.4879},
eprinttype = {arXiv},
eprint = {1210.4879},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-4879.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ShimizuISHKWHB11,
author = {Shohei Shimizu and
Takanori Inazumi and
Yasuhiro Sogawa and
Aapo Hyv{\"{a}}rinen and
Yoshinobu Kawahara and
Takashi Washio and
Patrik O. Hoyer and
Kenneth Bollen},
title = {DirectLiNGAM: {A} Direct Method for Learning a Linear Non-Gaussian
Structural Equation Model},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {1225--1248},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.2021040},
doi = {10.5555/1953048.2021040},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ShimizuISHKWHB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HyttinenEH11,
author = {Antti Hyttinen and
Frederick Eberhardt and
Patrik O. Hoyer},
editor = {F{\'{a}}bio Gagliardi Cozman and
Avi Pfeffer},
title = {Noisy-OR Models with Latent Confounding},
booktitle = {{UAI} 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty
in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011},
pages = {363--372},
publisher = {{AUAI} Press},
year = {2011},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2202\&\#38;proceeding\_id=27},
timestamp = {Wed, 03 Feb 2021 11:09:03 +0100},
biburl = {https://dblp.org/rec/conf/uai/HyttinenEH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/MonetaCEH11,
author = {Alessio Moneta and
Nadine Chlass and
Doris Entner and
Patrik O. Hoyer},
editor = {Florin Popescu and
Isabelle Guyon},
title = {Causal Search in Structural Vector Autoregressive Models},
booktitle = {Neural Information Processing Systems {(NIPS)} Mini-Symposium on Causality
in Time Series, Vancouver, Canada, December 10, 2009},
series = {{JMLR} Proceedings},
volume = {12},
pages = {95--114},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v12/moneta11.htm},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MonetaCEH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HyvarinenZSH10,
author = {Aapo Hyv{\"{a}}rinen and
Kun Zhang and
Shohei Shimizu and
Patrik O. Hoyer},
title = {Estimation of a Structural Vector Autoregression Model Using Non-Gaussianity},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1709--1731},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859907},
doi = {10.5555/1756006.1859907},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HyvarinenZSH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JanzingHS10,
author = {Dominik Janzing and
Patrik O. Hoyer and
Bernhard Sch{\"{o}}lkopf},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Telling cause from effect based on high-dimensional observations},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {479--486},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/576.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JanzingHS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jsai/EntnerH10,
author = {Doris Entner and
Patrik O. Hoyer},
editor = {Takashi Onada and
Daisuke Bekki and
Eric McCready},
title = {Discovering Unconfounded Causal Relationships Using Linear Non-Gaussian
Models},
booktitle = {New Frontiers in Artificial Intelligence - JSAI-isAI 2010 Workshops,
LENLS, JURISIN, AMBN, ISS, Tokyo, Japan, November 18-19, 2010, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {6797},
pages = {181--195},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-25655-4\_17},
doi = {10.1007/978-3-642-25655-4\_17},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/jsai/EntnerH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/EberhardtHS10,
author = {Frederick Eberhardt and
Patrik O. Hoyer and
Richard Scheines},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Combining Experiments to Discover Linear Cyclic Models with Latent
Variables},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {185--192},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/eberhardt10a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/EberhardtHS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/civ/HyvarinenHH09,
author = {Aapo Hyv{\"{a}}rinen and
Jarmo Hurri and
Patrik O. Hoyer},
title = {Natural Image Statistics - {A} Probabilistic Approach to Early Computational
Vision},
series = {Computational Imaging and Vision},
volume = {39},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-1-84882-491-1},
doi = {10.1007/978-1-84882-491-1},
isbn = {978-1-84882-490-4},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/civ/HyvarinenHH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ShimizuHH09,
author = {Shohei Shimizu and
Patrik O. Hoyer and
Aapo Hyv{\"{a}}rinen},
title = {Estimation of linear non-Gaussian acyclic models for latent factors},
journal = {Neurocomputing},
volume = {72},
number = {7-9},
pages = {2024--2027},
year = {2009},
url = {https://doi.org/10.1016/j.neucom.2008.11.018},
doi = {10.1016/J.NEUCOM.2008.11.018},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/ShimizuHH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HoyerH09,
author = {Patrik O. Hoyer and
Antti Hyttinen},
editor = {Jeff A. Bilmes and
Andrew Y. Ng},
title = {Bayesian Discovery of Linear Acyclic Causal Models},
booktitle = {{UAI} 2009, Proceedings of the Twenty-Fifth Conference on Uncertainty
in Artificial Intelligence, Montreal, QC, Canada, June 18-21, 2009},
pages = {240--248},
publisher = {{AUAI} Press},
year = {2009},
url = {https://www.auai.org/uai2009/papers/UAI2009\_0095\_c07e8b634d6cd046b91f1e214ef69b8a.pdf},
timestamp = {Tue, 25 Oct 2022 12:03:45 +0200},
biburl = {https://dblp.org/rec/conf/uai/HoyerH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/HoyerSKP08,
author = {Patrik O. Hoyer and
Shohei Shimizu and
Antti J. Kerminen and
Markus Palviainen},
title = {Estimation of causal effects using linear non-Gaussian causal models
with hidden variables},
journal = {Int. J. Approx. Reason.},
volume = {49},
number = {2},
pages = {362--378},
year = {2008},
url = {https://doi.org/10.1016/j.ijar.2008.02.006},
doi = {10.1016/J.IJAR.2008.02.006},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/HoyerSKP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HyvarinenSH08,
author = {Aapo Hyv{\"{a}}rinen and
Shohei Shimizu and
Patrik O. Hoyer},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {Causal modelling combining instantaneous and lagged effects: an identifiable
model based on non-Gaussianity},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {424--431},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390210},
doi = {10.1145/1390156.1390210},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HyvarinenSH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HoyerJMPS08,
author = {Patrik O. Hoyer and
Dominik Janzing and
Joris M. Mooij and
Jonas Peters and
Bernhard Sch{\"{o}}lkopf},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Nonlinear causal discovery with additive noise models},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {689--696},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/f7664060cc52bc6f3d620bcedc94a4b6-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HoyerJMPS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HoyerHSSRLS08,
author = {Patrik O. Hoyer and
Aapo Hyv{\"{a}}rinen and
Richard Scheines and
Peter Spirtes and
Joseph D. Ramsey and
Gustavo Lacerda and
Shohei Shimizu},
editor = {David A. McAllester and
Petri Myllym{\"{a}}ki},
title = {Causal discovery of linear acyclic models with arbitrary distributions},
booktitle = {{UAI} 2008, Proceedings of the 24th Conference in Uncertainty in Artificial
Intelligence, Helsinki, Finland, July 9-12, 2008},
pages = {282--289},
publisher = {{AUAI} Press},
year = {2008},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1953\&\#38;proceeding\_id=24},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/HoyerHSSRLS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LacerdaSRH08,
author = {Gustavo Lacerda and
Peter Spirtes and
Joseph D. Ramsey and
Patrik O. Hoyer},
editor = {David A. McAllester and
Petri Myllym{\"{a}}ki},
title = {Discovering Cyclic Causal Models by Independent Components Analysis},
booktitle = {{UAI} 2008, Proceedings of the 24th Conference in Uncertainty in Artificial
Intelligence, Helsinki, Finland, July 9-12, 2008},
pages = {366--374},
publisher = {{AUAI} Press},
year = {2008},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1337\&\#38;proceeding\_id=24},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/LacerdaSRH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/VicenteHH07,
author = {Maria Asunci{\'{o}}n Vicente and
Patrik O. Hoyer and
Aapo Hyv{\"{a}}rinen},
title = {Equivalence of Some Common Linear Feature Extraction Techniques for
Appearance-Based Object Recognition Tasks},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {29},
number = {5},
pages = {896--900},
year = {2007},
url = {https://doi.org/10.1109/TPAMI.2007.1074},
doi = {10.1109/TPAMI.2007.1074},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/VicenteHH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/ShimizuHHK06,
author = {Shohei Shimizu and
Aapo Hyv{\"{a}}rinen and
Patrik O. Hoyer and
Yutaka Kano},
title = {Finding a causal ordering via independent component analysis},
journal = {Comput. Stat. Data Anal.},
volume = {50},
number = {11},
pages = {3278--3293},
year = {2006},
url = {https://doi.org/10.1016/j.csda.2005.05.004},
doi = {10.1016/J.CSDA.2005.05.004},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/ShimizuHHK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ShimizuHHK06,
author = {Shohei Shimizu and
Patrik O. Hoyer and
Aapo Hyv{\"{a}}rinen and
Antti J. Kerminen},
title = {A Linear Non-Gaussian Acyclic Model for Causal Discovery},
journal = {J. Mach. Learn. Res.},
volume = {7},
pages = {2003--2030},
year = {2006},
url = {http://jmlr.org/papers/v7/shimizu06a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ShimizuHHK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica/HoyerSHKK06,
author = {Patrik O. Hoyer and
Shohei Shimizu and
Aapo Hyv{\"{a}}rinen and
Yutaka Kano and
Antti J. Kerminen},
editor = {Justinian P. Rosca and
Deniz Erdogmus and
Jos{\'{e}} Carlos Pr{\'{\i}}ncipe and
Simon Haykin},
title = {New Permutation Algorithms for Causal Discovery Using {ICA}},
booktitle = {Independent Component Analysis and Blind Signal Separation, 6th International
Conference, {ICA} 2006, Charleston, SC, USA, March 5-8, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3889},
pages = {115--122},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11679363\_15},
doi = {10.1007/11679363\_15},
timestamp = {Wed, 03 Mar 2021 09:19:59 +0100},
biburl = {https://dblp.org/rec/conf/ica/HoyerSHKK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica/ShimizuHKHK06,
author = {Shohei Shimizu and
Aapo Hyv{\"{a}}rinen and
Yutaka Kano and
Patrik O. Hoyer and
Antti J. Kerminen},
editor = {Justinian P. Rosca and
Deniz Erdogmus and
Jos{\'{e}} Carlos Pr{\'{\i}}ncipe and
Simon Haykin},
title = {Testing Significance of Mixing and Demixing Coefficients in {ICA}},
booktitle = {Independent Component Analysis and Blind Signal Separation, 6th International
Conference, {ICA} 2006, Charleston, SC, USA, March 5-8, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3889},
pages = {901--908},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11679363\_112},
doi = {10.1007/11679363\_112},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ica/ShimizuHKHK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/HoyerSK06,
author = {Patrik O. Hoyer and
Shohei Shimizu and
Antti J. Kerminen},
editor = {Milan Studen{\'{y}} and
Jir{\'{\i}} Vomlel},
title = {Estimation of linear, non-gaussian causal models in the presence of
confounding latent variables},
booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September
2006, Prague, Czech Republic. Electronic Proceedings},
pages = {155--162},
year = {2006},
url = {http://www.utia.cas.cz/files/mtr/pgm06/39\_paper.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pgm/HoyerSK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0603038,
author = {Patrik O. Hoyer and
Shohei Shimizu and
Antti J. Kerminen},
title = {Estimation of linear, non-gaussian causal models in the presence of
confounding latent variables},
journal = {CoRR},
volume = {abs/cs/0603038},
year = {2006},
url = {http://arxiv.org/abs/cs/0603038},
eprinttype = {arXiv},
eprint = {cs/0603038},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-cs-0603038.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ShimizuHKH05,
author = {Shohei Shimizu and
Aapo Hyv{\"{a}}rinen and
Yutaka Kano and
Patrik O. Hoyer},
title = {Discovery of Non-gaussian Linear Causal Models using {ICA}},
booktitle = {{UAI} '05, Proceedings of the 21st Conference in Uncertainty in Artificial
Intelligence, Edinburgh, Scotland, July 26-29, 2005},
pages = {525--533},
publisher = {{AUAI} Press},
year = {2005},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1244\&\#38;proceeding\_id=21},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ShimizuHKH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Hoyer04,
author = {Patrik O. Hoyer},
title = {Non-negative Matrix Factorization with Sparseness Constraints},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1457--1469},
year = {2004},
url = {http://jmlr.org/papers/volume5/hoyer04a/hoyer04a.pdf},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Hoyer04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/cs-LG-0408058,
author = {Patrik O. Hoyer},
title = {Non-negative matrix factorization with sparseness constraints},
journal = {CoRR},
volume = {cs.LG/0408058},
year = {2004},
url = {http://arxiv.org/abs/cs.LG/0408058},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/cs-LG-0408058.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Hoyer03,
author = {Patrik O. Hoyer},
title = {Modeling receptive fields with non-negative sparse coding},
journal = {Neurocomputing},
volume = {52-54},
pages = {547--552},
year = {2003},
url = {https://doi.org/10.1016/S0925-2312(02)00782-8},
doi = {10.1016/S0925-2312(02)00782-8},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/Hoyer03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Hoyer02,
author = {Patrik O. Hoyer},
title = {Probabilistic models of early vision},
school = {Aalto University, Helsinki, Finland},
year = {2002},
url = {https://aaltodoc.aalto.fi/handle/123456789/2234},
timestamp = {Tue, 14 Mar 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/basesearch/Hoyer02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/HoyerH02,
author = {Patrik O. Hoyer and
Aapo Hyv{\"{a}}rinen},
title = {Sparse coding of natural contours},
journal = {Neurocomputing},
volume = {44-46},
pages = {459--466},
year = {2002},
url = {https://doi.org/10.1016/S0925-2312(02)00400-9},
doi = {10.1016/S0925-2312(02)00400-9},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/HoyerH02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HoyerH02,
author = {Patrik O. Hoyer and
Aapo Hyv{\"{a}}rinen},
editor = {Suzanna Becker and
Sebastian Thrun and
Klaus Obermayer},
title = {Interpreting Neural Response Variability as Monte Carlo Sampling of
the Posterior},
booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information
Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British
Columbia, Canada]},
pages = {277--284},
publisher = {{MIT} Press},
year = {2002},
url = {https://proceedings.neurips.cc/paper/2002/hash/a486cd07e4ac3d270571622f4f316ec5-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HoyerH02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nnsp/Hoyer02,
author = {Patrik O. Hoyer},
title = {Non-negative sparse coding},
booktitle = {Proceedings of the 12th {IEEE} Workshop on Neural Networks for Signal
Processing, {NNSP} 2002, Martigny, Valais, Switzerland, September
4-6, 2002},
pages = {557--565},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/NNSP.2002.1030067},
doi = {10.1109/NNSP.2002.1030067},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/nnsp/Hoyer02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/cs-NE-0202009,
author = {Patrik O. Hoyer},
title = {Non-negative sparse coding},
journal = {CoRR},
volume = {cs.NE/0202009},
year = {2002},
url = {https://arxiv.org/abs/cs/0202009},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/cs-NE-0202009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/HyvarinenH01,
author = {Aapo Hyv{\"{a}}rinen and
Patrik O. Hoyer},
title = {Topographic independent component analysis as a model of {V1} organization
and receptive fields},
journal = {Neurocomputing},
volume = {38-40},
pages = {1307--1315},
year = {2001},
url = {https://doi.org/10.1016/S0925-2312(01)00490-8},
doi = {10.1016/S0925-2312(01)00490-8},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/HyvarinenH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/HyvarinenHI01,
author = {Aapo Hyv{\"{a}}rinen and
Patrik O. Hoyer and
Mika Inki},
title = {Topographic Independent Component Analysis},
journal = {Neural Comput.},
volume = {13},
number = {7},
pages = {1527--1558},
year = {2001},
url = {https://doi.org/10.1162/089976601750264992},
doi = {10.1162/089976601750264992},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/HyvarinenHI01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/HyvarinenH00,
author = {Aapo Hyv{\"{a}}rinen and
Patrik O. Hoyer},
title = {Emergence of Phase- and Shift-Invariant Features by Decomposition
of Natural Images into Independent Feature Subspaces},
journal = {Neural Comput.},
volume = {12},
number = {7},
pages = {1705--1720},
year = {2000},
url = {https://doi.org/10.1162/089976600300015312},
doi = {10.1162/089976600300015312},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/HyvarinenH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/HoyerHZ00,
author = {Dirk Hoyer and
Patrik O. Hoyer and
Ulrich Zwiener},
title = {A new approach to uncover dynamic phase coordination and synchronization},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {47},
number = {1},
pages = {68--74},
year = {2000},
url = {https://doi.org/10.1109/10.817621},
doi = {10.1109/10.817621},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/HoyerHZ00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmcv/HyvarinenHI00,
author = {Aapo Hyv{\"{a}}rinen and
Patrik O. Hoyer and
Mika Inki},
editor = {Seong{-}Whan Lee and
Heinrich H. B{\"{u}}lthoff and
Tomaso A. Poggio},
title = {Topographic {ICA} as a Model of Natural Image Statistics},
booktitle = {Biologically Motivated Computer Vision, First {IEEE} International
Workshop, {BMVC} 2000, Seoul, Korea, May 15-17, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1811},
pages = {535--544},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-45482-9\_54},
doi = {10.1007/3-540-45482-9\_54},
timestamp = {Tue, 14 May 2019 10:00:40 +0200},
biburl = {https://dblp.org/rec/conf/bmcv/HyvarinenHI00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HyvarinenHI00,
author = {Aapo Hyv{\"{a}}rinen and
Patrik O. Hoyer and
Mika Inki},
title = {Topographic {ICA} as a Model of {V1} Receptive Fields},
booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference
on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges
and Perspectives for the New Millennium, Como, Italy, July 24-27,
2000, Volume 4},
pages = {83--88},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/IJCNN.2000.860754},
doi = {10.1109/IJCNN.2000.860754},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/HyvarinenHI00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HoyerH00,
author = {Patrik O. Hoyer and
Aapo Hyv{\"{a}}rinen},
title = {Feature Extraction from Color and Stereo Images Using {ICA}},
booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference
on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges
and Perspectives for the New Millennium, Como, Italy, July 24-27,
2000, Volume 3},
pages = {369--376},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/IJCNN.2000.861332},
doi = {10.1109/IJCNN.2000.861332},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/HoyerH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/OjaHH99,
author = {Erkki Oja and
Aapo Hyv{\"{a}}rinen and
Patrik O. Hoyer},
title = {Image Feature Extraction and Denoising by Sparse Coding},
journal = {Pattern Anal. Appl.},
volume = {2},
number = {2},
pages = {104--110},
year = {1999},
url = {https://doi.org/10.1007/s100440050021},
doi = {10.1007/S100440050021},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/paa/OjaHH99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HyvarinenH99,
author = {Aapo Hyv{\"{a}}rinen and
Patrik O. Hoyer},
title = {Independent subspace analysis shows emergence of phase and shift invariant
features from natural images},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {1059--1064},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.831102},
doi = {10.1109/IJCNN.1999.831102},
timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/HyvarinenH99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HoyerH99,
author = {Patrik O. Hoyer and
Aapo Hyv{\"{a}}rinen},
title = {Estimating signal-adapted wavelets using sparseness criteria},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {2570--2575},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.833479},
doi = {10.1109/IJCNN.1999.833479},
timestamp = {Tue, 30 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/HoyerH99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HyvarinenH99,
author = {Aapo Hyv{\"{a}}rinen and
Patrik O. Hoyer},
editor = {Sara A. Solla and
Todd K. Leen and
Klaus{-}Robert M{\"{u}}ller},
title = {Emergence of Topography and Complex Cell Properties from Natural Images
using Extensions of {ICA}},
booktitle = {Advances in Neural Information Processing Systems 12, {[NIPS} Conference,
Denver, Colorado, USA, November 29 - December 4, 1999]},
pages = {827--833},
publisher = {The {MIT} Press},
year = {1999},
url = {http://papers.nips.cc/paper/1670-emergence-of-topography-and-complex-cell-properties-from-natural-images-using-extensions-of-ica},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HyvarinenH99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/HyvarinenOHH98,
author = {Aapo Hyv{\"{a}}rinen and
Erkki Oja and
Patrik O. Hoyer and
Jarmo Hurri},
editor = {Anil K. Jain and
Svetha Venkatesh and
Brian C. Lovell},
title = {Image feature extraction by sparse coding and independent component
analysis},
booktitle = {Fourteenth International Conference on Pattern Recognition, {ICPR}
1998, Brisbane, Australia, 16-20 August, 1998},
pages = {1268--1273},
publisher = {{IEEE} Computer Society},
year = {1998},
url = {https://doi.org/10.1109/ICPR.1998.711932},
doi = {10.1109/ICPR.1998.711932},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/HyvarinenOHH98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HyvarinenHO98,
author = {Aapo Hyv{\"{a}}rinen and
Patrik O. Hoyer and
Erkki Oja},
editor = {Michael J. Kearns and
Sara A. Solla and
David A. Cohn},
title = {Sparse Code Shrinkage: Denoising by Nonlinear Maximum Likelihood Estimation},
booktitle = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 5, 1998]},
pages = {473--479},
publisher = {The {MIT} Press},
year = {1998},
url = {http://papers.nips.cc/paper/1612-sparse-code-shrinkage-denoising-by-nonlinear-maximum-likelihood-estimation},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HyvarinenHO98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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