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ORCIDBibTeX records: Teemu Roos
@article{DBLP:journals/corr/abs-2402-01813,
author = {Nicolas Pope and
Juho Kahila and
Jari Laru and
Henriikka Vartiainen and
Teemu Roos and
Matti Tedre},
title = {An Educational Tool for Learning about Social Media Tracking, Profiling,
and Recommendation},
journal = {CoRR},
volume = {abs/2402.01813},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01813},
doi = {10.48550/ARXIV.2402.01813},
eprinttype = {arXiv},
eprint = {2402.01813},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01813.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-14400,
author = {Daniel Holmberg and
Manu Airaksinen and
Viviana Marchi and
Andrea Guzzetta and
Anna Kivi and
Leena Haataja and
Sampsa Vanhatalo and
Teemu Roos},
title = {Modeling 3D Infant Kinetics Using Adaptive Graph Convolutional Networks},
journal = {CoRR},
volume = {abs/2402.14400},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.14400},
doi = {10.48550/ARXIV.2402.14400},
eprinttype = {arXiv},
eprint = {2402.14400},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-14400.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/QureshiR23,
author = {Aqsa Saeed Qureshi and
Teemu Roos},
title = {Transfer Learning with Ensembles of Deep Neural Networks for Skin
Cancer Detection in Imbalanced Data Sets},
journal = {Neural Process. Lett.},
volume = {55},
number = {4},
pages = {4461--4479},
year = {2023},
url = {https://doi.org/10.1007/s11063-022-11049-4},
doi = {10.1007/S11063-022-11049-4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/QureshiR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-09469,
author = {Ioanna Bouri and
Fanni Franssila and
Markku Alho and
Giulia Cozzani and
Ivan Zaitsev and
Minna Palmroth and
Teemu Roos},
title = {Graph Representation of the Magnetic Field Topology in High-Fidelity
Plasma Simulations for Machine Learning Applications},
journal = {CoRR},
volume = {abs/2307.09469},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.09469},
doi = {10.48550/ARXIV.2307.09469},
eprinttype = {arXiv},
eprint = {2307.09469},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-09469.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HyvonenJR22,
author = {Ville Hyv{\"{o}}nen and
Elias J{\"{a}}{\"{a}}saari and
Teemu Roos},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {A Multilabel Classification Framework for Approximate Nearest Neighbor
Search},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/e8752f3e51f33a2e06daf044c40ce412-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HyvonenJR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/MaattaBKDNR21,
author = {Jussi M{\"{a}}{\"{a}}tt{\"{a}} and
Viacheslav Bazaliy and
Jyri Kimari and
Flyura Djurabekova and
Kai Nordlund and
Teemu Roos},
title = {Gradient-based training and pruning of radial basis function networks
with an application in materials physics},
journal = {Neural Networks},
volume = {133},
pages = {123--131},
year = {2021},
url = {https://doi.org/10.1016/j.neunet.2020.10.002},
doi = {10.1016/J.NEUNET.2020.10.002},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/MaattaBKDNR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-12068,
author = {Aqsa Saeed Qureshi and
Teemu Roos},
title = {Transfer Learning with Ensembles of Deep Neural Networks for Skin
Cancer Classification in Imbalanced Data Sets},
journal = {CoRR},
volume = {abs/2103.12068},
year = {2021},
url = {https://arxiv.org/abs/2103.12068},
eprinttype = {arXiv},
eprint = {2103.12068},
timestamp = {Tue, 06 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-12068.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/TasoulisPR20,
author = {Sotiris K. Tasoulis and
Nicos G. Pavlidis and
Teemu Roos},
title = {Nonlinear dimensionality reduction for clustering},
journal = {Pattern Recognit.},
volume = {107},
pages = {107508},
year = {2020},
url = {https://doi.org/10.1016/j.patcog.2020.107508},
doi = {10.1016/J.PATCOG.2020.107508},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/TasoulisPR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-02569,
author = {Jussi M{\"{a}}{\"{a}}tt{\"{a}} and
Viacheslav Bazaliy and
Jyri Kimari and
Flyura Djurabekova and
Kai Nordlund and
Teemu Roos},
title = {Gradient-Based Training and Pruning of Radial Basis Function Networks
with an Application in Materials Physics},
journal = {CoRR},
volume = {abs/2004.02569},
year = {2020},
url = {https://arxiv.org/abs/2004.02569},
eprinttype = {arXiv},
eprint = {2004.02569},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-02569.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/JaasaariHR19,
author = {Elias J{\"{a}}{\"{a}}saari and
Ville Hyv{\"{o}}nen and
Teemu Roos},
editor = {Qiang Yang and
Zhi{-}Hua Zhou and
Zhiguo Gong and
Min{-}Ling Zhang and
Sheng{-}Jun Huang},
title = {Efficient Autotuning of Hyperparameters in Approximate Nearest Neighbor
Search},
booktitle = {Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia
Conference, {PAKDD} 2019, Macau, China, April 14-17, 2019, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11440},
pages = {590--602},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16145-3\_46},
doi = {10.1007/978-3-030-16145-3\_46},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/JaasaariHR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-08484,
author = {Peter Gr{\"{u}}nwald and
Teemu Roos},
title = {Minimum Description Length Revisited},
journal = {CoRR},
volume = {abs/1908.08484},
year = {2019},
url = {http://arxiv.org/abs/1908.08484},
eprinttype = {arXiv},
eprint = {1908.08484},
timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-08484.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-08322,
author = {Ville Hyv{\"{o}}nen and
Elias J{\"{a}}{\"{a}}saari and
Teemu Roos},
title = {Supervised Learning Approach to Approximate Nearest Neighbor Search},
journal = {CoRR},
volume = {abs/1910.08322},
year = {2019},
url = {http://arxiv.org/abs/1910.08322},
eprinttype = {arXiv},
eprint = {1910.08322},
timestamp = {Tue, 22 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-08322.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lalc/HeikkilaR18,
author = {Tuomas Heikkil{\"{a}} and
Teemu Roos},
title = {Quantitative methods for the analysis of medieval calendars},
journal = {Digit. Scholarsh. Humanit.},
volume = {33},
number = {4},
pages = {766--787},
year = {2018},
url = {https://doi.org/10.1093/llc/fqy007},
doi = {10.1093/LLC/FQY007},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lalc/HeikkilaR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SilanderLJR18,
author = {Tomi Silander and
Janne Lepp{\"{a}}{-}aho and
Elias J{\"{a}}{\"{a}}saari and
Teemu Roos},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Quotient Normalized Maximum Likelihood Criterion for Learning Bayesian
Network Structures},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {948--957},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/silander18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:22 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SilanderLJR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/JaasaariLSR18,
author = {Elias J{\"{a}}{\"{a}}saari and
Janne Lepp{\"{a}}{-}aho and
Tomi Silander and
Teemu Roos},
editor = {Firdaus Janoos and
Mehryar Mohri and
Karthik Sridharan},
title = {Minimax Optimal Bayes Mixtures for Memoryless Sources over Large Alphabets},
booktitle = {Algorithmic Learning Theory, {ALT} 2018, 7-9 April 2018, Lanzarote,
Canary Islands, Spain},
series = {Proceedings of Machine Learning Research},
volume = {83},
pages = {470--488},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v83/jaasaari18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:24 +0200},
biburl = {https://dblp.org/rec/conf/alt/JaasaariLSR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ShethDCJYKRG18,
author = {Utsav Sheth and
Sanghamitra Dutta and
Malhar Chaudhari and
Haewon Jeong and
Yaoqing Yang and
Jukka Kohonen and
Teemu Roos and
Pulkit Grover},
editor = {Naoki Abe and
Huan Liu and
Calton Pu and
Xiaohua Hu and
Nesreen K. Ahmed and
Mu Qiao and
Yang Song and
Donald Kossmann and
Bing Liu and
Kisung Lee and
Jiliang Tang and
Jingrui He and
Jeffrey S. Saltz},
title = {An Application of Storage-Optimal MatDot Codes for Coded Matrix Multiplication:
Fast k-Nearest Neighbors Estimation},
booktitle = {{IEEE} International Conference on Big Data {(IEEE} BigData 2018),
Seattle, WA, USA, December 10-13, 2018},
pages = {1113--1120},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/BigData.2018.8622429},
doi = {10.1109/BIGDATA.2018.8622429},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/ShethDCJYKRG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/Leppa-ahoRYR18,
author = {Janne Lepp{\"{a}}{-}aho and
Santeri R{\"{a}}is{\"{a}}nen and
Xiao Yang and
Teemu Roos},
editor = {Milan Studen{\'{y}} and
V{\'{a}}clav Kratochv{\'{\i}}l},
title = {Learning Non-parametric Markov Networks with Mutual Information},
booktitle = {International Conference on Probabilistic Graphical Models, {PGM}
2018, 11-14 September 2018, Prague, Czech Republic},
series = {Proceedings of Machine Learning Research},
volume = {72},
pages = {213--224},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v72/leppa-aho18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:22 +0200},
biburl = {https://dblp.org/rec/conf/pgm/Leppa-ahoRYR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-11811,
author = {Utsav Sheth and
Sanghamitra Dutta and
Malhar Chaudhari and
Haewon Jeong and
Yaoqing Yang and
Jukka Kohonen and
Teemu Roos and
Pulkit Grover},
title = {An Application of Storage-Optimal MatDot Codes for Coded Matrix Multiplication:
Fast k-Nearest Neighbors Estimation},
journal = {CoRR},
volume = {abs/1811.11811},
year = {2018},
url = {http://arxiv.org/abs/1811.11811},
eprinttype = {arXiv},
eprint = {1811.11811},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-11811.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-07484,
author = {Elias J{\"{a}}{\"{a}}saari and
Ville Hyv{\"{o}}nen and
Teemu Roos},
title = {Efficient Autotuning of Hyperparameters in Approximate Nearest Neighbor
Search},
journal = {CoRR},
volume = {abs/1812.07484},
year = {2018},
url = {http://arxiv.org/abs/1812.07484},
eprinttype = {arXiv},
eprint = {1812.07484},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-07484.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/Leppa-ahoPRC17,
author = {Janne Lepp{\"{a}}{-}aho and
Johan Pensar and
Teemu Roos and
Jukka Corander},
title = {Learning Gaussian graphical models with fractional marginal pseudo-likelihood},
journal = {Int. J. Approx. Reason.},
volume = {83},
pages = {21--42},
year = {2017},
url = {https://doi.org/10.1016/j.ijar.2017.01.001},
doi = {10.1016/J.IJAR.2017.01.001},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/Leppa-ahoPRC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ngc/ZouR17,
author = {Yuan Zou and
Teemu Roos},
title = {On Model Selection, Bayesian Networks, and the Fisher Information
Integral},
journal = {New Gener. Comput.},
volume = {35},
number = {1},
pages = {5--27},
year = {2017},
url = {https://doi.org/10.1007/s00354-016-0002-y},
doi = {10.1007/S00354-016-0002-Y},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ngc/ZouR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/ZouPR17,
author = {Yuan Zou and
Johan Pensar and
Teemu Roos},
title = {Representing local structure in Bayesian networks by Boolean functions},
journal = {Pattern Recognit. Lett.},
volume = {95},
pages = {73--77},
year = {2017},
url = {https://doi.org/10.1016/j.patrec.2017.06.006},
doi = {10.1016/J.PATREC.2017.06.006},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/ZouPR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Roos17,
author = {Teemu Roos},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Minimum Description Length Principle},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {823--827},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_894},
doi = {10.1007/978-1-4899-7687-1\_894},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Roos17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-02497,
author = {Janne Lepp{\"{a}}{-}aho and
Santeri R{\"{a}}is{\"{a}}nen and
Xiao Yang and
Teemu Roos},
title = {Learning non-parametric Markov networks with mutual information},
journal = {CoRR},
volume = {abs/1708.02497},
year = {2017},
url = {http://arxiv.org/abs/1708.02497},
eprinttype = {arXiv},
eprint = {1708.02497},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-02497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lalc/HeikkilaR16,
author = {Tuomas Heikkil{\"{a}} and
Teemu Roos},
title = {Thematic Section on Studia Stemmatologica},
journal = {Digit. Scholarsh. Humanit.},
volume = {31},
number = {3},
pages = {520--522},
year = {2016},
url = {https://doi.org/10.1093/llc/fqw038},
doi = {10.1093/LLC/FQW038},
timestamp = {Thu, 05 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lalc/HeikkilaR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lalc/TehraniNR16,
author = {Jamshid Tehrani and
Quan Nguyen and
Teemu Roos},
title = {Oral fairy tale or literary fake? Investigating the origins of Little
Red Riding Hood using phylogenetic network analysis},
journal = {Digit. Scholarsh. Humanit.},
volume = {31},
number = {3},
pages = {611--636},
year = {2016},
url = {https://doi.org/10.1093/llc/fqv016},
doi = {10.1093/LLC/FQV016},
timestamp = {Thu, 05 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lalc/TehraniNR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/WangTRK16,
author = {Liang Wang and
Sotiris K. Tasoulis and
Teemu Roos and
Jussi Kangasharju},
title = {Kvasir: Scalable Provision of Semantically Relevant Web Content on
Big Data Framework},
journal = {{IEEE} Trans. Big Data},
volume = {2},
number = {3},
pages = {219--233},
year = {2016},
url = {https://doi.org/10.1109/TBDATA.2016.2557348},
doi = {10.1109/TBDATA.2016.2557348},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/WangTRK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/HyvonenPTJTWCR16,
author = {Ville Hyv{\"{o}}nen and
Teemu Pitk{\"{a}}nen and
Sotiris K. Tasoulis and
Elias Jaasaari and
Risto Tuomainen and
Liang Wang and
Jukka Corander and
Teemu Roos},
editor = {James Joshi and
George Karypis and
Ling Liu and
Xiaohua Hu and
Ronay Ak and
Yinglong Xia and
Weijia Xu and
Aki{-}Hiro Sato and
Sudarsan Rachuri and
Lyle H. Ungar and
Philip S. Yu and
Rama Govindaraju and
Toyotaro Suzumura},
title = {Fast nearest neighbor search through sparse random projections and
voting},
booktitle = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016),
Washington DC, USA, December 5-8, 2016},
pages = {881--888},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BigData.2016.7840682},
doi = {10.1109/BIGDATA.2016.7840682},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/HyvonenPTJTWCR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isaim/MaattaR16,
author = {Jussi M{\"{a}}{\"{a}}tt{\"{a}} and
Teemu Roos},
title = {Robust Sequential Prediction in Linear Regression with Student's t-distribution},
booktitle = {International Symposium on Artificial Intelligence and Mathematics,
{ISAIM} 2016, Fort Lauderdale, Florida, USA, January 4-6, 2016},
year = {2016},
url = {https://isaim2016.cs.ou.edu/papers/ISAIM2016\_Maatta\_Roos.pdf},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isaim/MaattaR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZouR16,
author = {Yuan Zou and
Teemu Roos},
editor = {James Bailey and
Latifur Khan and
Takashi Washio and
Gillian Dobbie and
Joshua Zhexue Huang and
Ruili Wang},
title = {Sparse Logistic Regression with Logical Features},
booktitle = {Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia
Conference, {PAKDD} 2016, Auckland, New Zealand, April 19-22, 2016,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9651},
pages = {316--327},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-31753-3\_26},
doi = {10.1007/978-3-319-31753-3\_26},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/ZouR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vissym/ZhaoTR16,
author = {Yang Zhao and
Sotiris K. Tasoulis and
Teemu Roos},
editor = {Enrico Bertini and
Niklas Elmqvist and
Thomas Wischgoll},
title = {Manifold Visualization via Short Walks},
booktitle = {18th Eurographics Conference on Visualization, EuroVis 2016 - Short
Papers, Groningen, The Netherlands, June 6-10, 2016},
pages = {85--89},
publisher = {Eurographics Association},
year = {2016},
url = {https://doi.org/10.2312/eurovisshort.20161166},
doi = {10.2312/EUROVISSHORT.20161166},
timestamp = {Wed, 01 Jul 2020 13:32:37 +0200},
biburl = {https://dblp.org/rec/conf/vissym/ZhaoTR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Leppa-ahoPRC16,
author = {Janne Lepp{\"{a}}{-}aho and
Johan Pensar and
Teemu Roos and
Jukka Corander},
title = {Learning Gaussian Graphical Models With Fractional Marginal Pseudo-likelihood},
journal = {CoRR},
volume = {abs/1602.07863},
year = {2016},
url = {http://arxiv.org/abs/1602.07863},
eprinttype = {arXiv},
eprint = {1602.07863},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Leppa-ahoPRC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/EggelingRMG15,
author = {Ralf Eggeling and
Teemu Roos and
Petri Myllym{\"{a}}ki and
Ivo Grosse},
title = {Inferring intra-motif dependencies of {DNA} binding sites from ChIP-seq
data},
journal = {{BMC} Bioinform.},
volume = {16},
pages = {375:1--375:15},
year = {2015},
url = {https://doi.org/10.1186/s12859-015-0797-4},
doi = {10.1186/S12859-015-0797-4},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/EggelingRMG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WatanabeR15,
author = {Kazuho Watanabe and
Teemu Roos},
title = {Achievability of asymptotic minimax regret by horizon-dependent and
horizon-independent strategies},
journal = {J. Mach. Learn. Res.},
volume = {16},
pages = {2357--2375},
year = {2015},
url = {https://dl.acm.org/doi/10.5555/2789272.2886824},
doi = {10.5555/2789272.2886824},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WatanabeR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alcob/NguyenR15,
author = {Quan Nguyen and
Teemu Roos},
editor = {Adrian{-}Horia Dediu and
Francisco Hern{\'{a}}ndez Quiroz and
Carlos Mart{\'{\i}}n{-}Vide and
David A. Rosenblueth},
title = {Likelihood-Based Inference of Phylogenetic Networks from Sequence
Data by PhyloDAG},
booktitle = {Algorithms for Computational Biology - Second International Conference,
AlCoB 2015, Mexico City, Mexico, August 4-5, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9199},
pages = {126--140},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-21233-3\_10},
doi = {10.1007/978-3-319-21233-3\_10},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/alcob/NguyenR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jsai/ZouR15,
author = {Yuan Zou and
Teemu Roos},
editor = {Joe Suzuki and
Maomi Ueno},
title = {On Model Selection, Bayesian Networks, and the Fisher Information
Integral},
booktitle = {Advanced Methodologies for Bayesian Networks - Second International
Workshop, {AMBN} 2015, Yokohama, Japan, November 16-18, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9505},
pages = {122--135},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-28379-1\_9},
doi = {10.1007/978-3-319-28379-1\_9},
timestamp = {Wed, 16 Mar 2022 23:55:07 +0100},
biburl = {https://dblp.org/rec/conf/jsai/ZouR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WangTRK15,
author = {Liang Wang and
Sotiris K. Tasoulis and
Teemu Roos and
Jussi Kangasharju},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {Kvasir: Seamless Integration of Latent Semantic Analysis-Based Content
Provision into Web Browsing},
booktitle = {Proceedings of the 24th International Conference on World Wide Web
Companion, {WWW} 2015, Florence, Italy, May 18-22, 2015 - Companion
Volume},
pages = {251--254},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2740908.2742825},
doi = {10.1145/2740908.2742825},
timestamp = {Tue, 27 Dec 2022 09:06:31 +0100},
biburl = {https://dblp.org/rec/conf/www/WangTRK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HyvonenPTWRC15,
author = {Ville Hyv{\"{o}}nen and
Teemu Pitk{\"{a}}nen and
Sotiris K. Tasoulis and
Liang Wang and
Teemu Roos and
Jukka Corander},
title = {Fast k-NN search},
journal = {CoRR},
volume = {abs/1509.06957},
year = {2015},
url = {http://arxiv.org/abs/1509.06957},
eprinttype = {arXiv},
eprint = {1509.06957},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HyvonenPTWRC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/EggelingRMG14,
author = {Ralf Eggeling and
Teemu Roos and
Petri Myllym{\"{a}}ki and
Ivo Grosse},
title = {Robust learning of inhomogeneous PMMs},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {229--237},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/eggeling14.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/EggelingRMG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/TasoulisCVCHHRC14,
author = {Sotiris K. Tasoulis and
Lu Cheng and
Niko V{\"{a}}lim{\"{a}}ki and
Nicholas J. Croucher and
Simon R. Harris and
William P. Hanage and
Teemu Roos and
Jukka Corander},
editor = {Jimmy Lin and
Jian Pei and
Xiaohua Hu and
Wo Chang and
Raghunath Nambiar and
Charu C. Aggarwal and
Nick Cercone and
Vasant G. Honavar and
Jun Huan and
Bamshad Mobasher and
Saumyadipta Pyne},
title = {Random projection based clustering for population genomics},
booktitle = {2014 {IEEE} International Conference on Big Data {(IEEE} BigData 2014),
Washington, DC, USA, October 27-30, 2014},
pages = {675--682},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BigData.2014.7004291},
doi = {10.1109/BIGDATA.2014.7004291},
timestamp = {Mon, 03 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/TasoulisCVCHHRC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/euvip/MaattaSR14,
author = {Jussi M{\"{a}}{\"{a}}tt{\"{a}} and
Samuli Siltanen and
Teemu Roos},
title = {A fixed-point image denoising algorithm with automatic window selection},
booktitle = {5th European Workshop on Visual Information Processing, {EUVIP} 2014,
Villetaneuse, Paris, France, December 10-12, 2014},
pages = {1--6},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/EUVIP.2014.7018393},
doi = {10.1109/EUVIP.2014.7018393},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/euvip/MaattaSR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/BarronRW14,
author = {Andrew R. Barron and
Teemu Roos and
Kazuho Watanabe},
title = {Bayesian properties of normalized maximum likelihood and its fast
computation},
booktitle = {2014 {IEEE} International Symposium on Information Theory, Honolulu,
HI, USA, June 29 - July 4, 2014},
pages = {1667--1671},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ISIT.2014.6875117},
doi = {10.1109/ISIT.2014.6875117},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isit/BarronRW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobisys/ShermanCYSMLOR14,
author = {Michael Sherman and
Gradeigh Clark and
Yulong Yang and
Shridatt Sugrim and
Arttu Modig and
Janne Lindqvist and
Antti Oulasvirta and
Teemu Roos},
editor = {Andrew T. Campbell and
David Kotz and
Landon P. Cox and
Zhuoqing Morley Mao},
title = {User-generated free-form gestures for authentication: security and
memorability},
booktitle = {The 12th Annual International Conference on Mobile Systems, Applications,
and Services, MobiSys'14, Bretton Woods, NH, USA, June 16-19, 2014},
pages = {176--189},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2594368.2594375},
doi = {10.1145/2594368.2594375},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mobisys/ShermanCYSMLOR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobisys/ShermanCYSMLOR14a,
author = {Michael Sherman and
Gradeigh Clark and
Yulong Yang and
Shridatt Sugrim and
Arttu Modig and
Janne Lindqvist and
Antti Oulasvirta and
Teemu Roos},
editor = {Andrew T. Campbell and
David Kotz and
Landon P. Cox and
Zhuoqing Morley Mao},
title = {Video: User-generated free-form gestures for authentication: security
and memorability},
booktitle = {The 12th Annual International Conference on Mobile Systems, Applications,
and Services, MobiSys'14, Bretton Woods, NH, USA, June 16-19, 2014},
pages = {391},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2594368.2602429},
doi = {10.1145/2594368.2602429},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mobisys/ShermanCYSMLOR14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShermanCYSMLOR14,
author = {Michael Sherman and
Gradeigh Clark and
Yulong Yang and
Shridatt Sugrim and
Arttu Modig and
Janne Lindqvist and
Antti Oulasvirta and
Teemu Roos},
title = {User-Generated Free-Form Gestures for Authentication: Security and
Memorability},
journal = {CoRR},
volume = {abs/1401.0561},
year = {2014},
url = {http://arxiv.org/abs/1401.0561},
eprinttype = {arXiv},
eprint = {1401.0561},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ShermanCYSMLOR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BarronRW14,
author = {Andrew R. Barron and
Teemu Roos and
Kazuho Watanabe},
title = {Bayesian Properties of Normalized Maximum Likelihood and its Fast
Computation},
journal = {CoRR},
volume = {abs/1401.7116},
year = {2014},
url = {http://arxiv.org/abs/1401.7116},
eprinttype = {arXiv},
eprint = {1401.7116},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BarronRW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WatanabeRM13,
author = {Kazuho Watanabe and
Teemu Roos and
Petri Myllym{\"{a}}ki},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Achievability of Asymptotic Minimax Regret in Online and Batch Prediction},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {181--196},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Watanabe13.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/conf/acml/WatanabeRM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/OulasvirtaRML13,
author = {Antti Oulasvirta and
Teemu Roos and
Arttu Modig and
Laura Lepp{\"{a}}nen},
editor = {Wendy E. Mackay and
Stephen A. Brewster and
Susanne B{\o}dker},
title = {Information capacity of full-body movements},
booktitle = {2013 {ACM} {SIGCHI} Conference on Human Factors in Computing Systems,
{CHI} '13, Paris, France, April 27 - May 2, 2013},
pages = {1289--1298},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2470654.2466169},
doi = {10.1145/2470654.2466169},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/chi/OulasvirtaRML13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ita/RoosZ13,
author = {Teemu Roos and
Yuan Zou},
title = {Keep it simple stupid - On the effect of lower-order terms in BIC-like
criteria},
booktitle = {2013 Information Theory and Applications Workshop, {ITA} 2013, San
Diego, CA, USA, February 10-15, 2013},
pages = {1--7},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ITA.2013.6502972},
doi = {10.1109/ITA.2013.6502972},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ita/RoosZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/RoosMJ12,
author = {Teemu Roos and
Petri Myllym{\"{a}}ki and
Tommi S. Jaakkola},
title = {Special Issue on the Fifth European Workshop on Probabilistic Graphical
Models {(PGM-2010)}},
journal = {Int. J. Approx. Reason.},
volume = {53},
number = {9},
pages = {1303--1304},
year = {2012},
url = {https://doi.org/10.1016/j.ijar.2012.08.008},
doi = {10.1016/J.IJAR.2012.08.008},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/RoosMJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CarvalhoROM11,
author = {Alexandra M. Carvalho and
Teemu Roos and
Arlindo L. Oliveira and
Petri Myllym{\"{a}}ki},
title = {Discriminative Learning of Bayesian Networks via Factorized Conditional
Log-Likelihood},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {2181--2210},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.2021070},
doi = {10.5555/1953048.2021070},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CarvalhoROM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/PulkkinenRM11,
author = {Teemu Pulkkinen and
Teemu Roos and
Petri Myllym{\"{a}}ki},
editor = {Timo Honkela and
Wlodzislaw Duch and
Mark A. Girolami and
Samuel Kaski},
title = {Semi-supervised Learning for {WLAN} Positioning},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2011 - 21st
International Conference on Artificial Neural Networks, Espoo, Finland,
June 14-17, 2011, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6791},
pages = {355--362},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21735-7\_44},
doi = {10.1007/978-3-642-21735-7\_44},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/PulkkinenRM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RoosZ11,
author = {Teemu Roos and
Yuan Zou},
editor = {Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {Analysis of Textual Variation by Latent Tree Structures},
booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
Vancouver, BC, Canada, December 11-14, 2011},
pages = {567--576},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDM.2011.24},
doi = {10.1109/ICDM.2011.24},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/RoosZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1102-5225,
author = {Teemu Roos and
Antti Oulasvirta},
title = {An Extended Framework for Measuring the Information Capacity of the
Human Motor System},
journal = {CoRR},
volume = {abs/1102.5225},
year = {2011},
url = {http://arxiv.org/abs/1102.5225},
eprinttype = {arXiv},
eprint = {1102.5225},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1102-5225.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/SilanderRM10,
author = {Tomi Silander and
Teemu Roos and
Petri Myllym{\"{a}}ki},
title = {Learning locally minimax optimal Bayesian networks},
journal = {Int. J. Approx. Reason.},
volume = {51},
number = {5},
pages = {544--557},
year = {2010},
url = {https://doi.org/10.1016/j.ijar.2010.01.012},
doi = {10.1016/J.IJAR.2010.01.012},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/SilanderRM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ma/RissanenRM10,
author = {Jorma Rissanen and
Teemu Roos and
Petri Myllym{\"{a}}ki},
title = {Model selection by sequentially normalized least squares},
journal = {J. Multivar. Anal.},
volume = {101},
number = {4},
pages = {839--849},
year = {2010},
url = {https://doi.org/10.1016/j.jmva.2009.12.009},
doi = {10.1016/J.JMVA.2009.12.009},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ma/RissanenRM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/LaiRO10,
author = {Po{-}Hsiang Lai and
Teemu Roos and
Joseph A. O'Sullivan},
title = {{MDL} hierarchical clustering for stemmatology},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2010,
June 13-18, 2010, Austin, Texas, USA, Proceedings},
pages = {1403--1407},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISIT.2010.5513627},
doi = {10.1109/ISIT.2010.5513627},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isit/LaiRO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lalc/RoosH09,
author = {Teemu Roos and
Tuomas Heikkil{\"{a}}},
title = {Evaluating methods for computer-assisted stemmatology using artificial
benchmark data sets},
journal = {Lit. Linguistic Comput.},
volume = {24},
number = {4},
pages = {417--433},
year = {2009},
url = {https://doi.org/10.1093/llc/fqp002},
doi = {10.1093/LLC/FQP002},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lalc/RoosH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/RoosMR09,
author = {Teemu Roos and
Petri Myllym{\"{a}}ki and
Jorma Rissanen},
title = {{MDL} denoising revisited},
journal = {{IEEE} Trans. Signal Process.},
volume = {57},
number = {9},
pages = {3347--3360},
year = {2009},
url = {https://doi.org/10.1109/TSP.2009.2021633},
doi = {10.1109/TSP.2009.2021633},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/RoosMR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itw/RoosY09,
author = {Teemu Roos and
Bin Yu},
editor = {Bruce E. Hajek and
Leandros Tassiulas and
Venkat Anantharam and
Ioannis Kontoyiannis},
title = {Sparse Markov source estimation via transformed Lasso},
booktitle = {2009 {IEEE} Information Theory Workshop, {ITW} 2009, Volos, Greece,
June 10-12, 2009},
pages = {241--245},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ITWNIT.2009.5158579},
doi = {10.1109/ITWNIT.2009.5158579},
timestamp = {Mon, 09 Aug 2021 14:54:02 +0200},
biburl = {https://dblp.org/rec/conf/itw/RoosY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SilanderRM09,
author = {Tomi Silander and
Teemu Roos and
Petri Myllym{\"{a}}ki},
editor = {David A. Van Dyk and
Max Welling},
title = {Locally Minimax Optimal Predictive Modeling with Bayesian Networks},
booktitle = {Proceedings of the Twelfth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2009, Clearwater Beach, Florida,
USA, April 16-18, 2009},
series = {{JMLR} Proceedings},
volume = {5},
pages = {504--511},
publisher = {JMLR.org},
year = {2009},
url = {http://proceedings.mlr.press/v5/silander09a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SilanderRM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itw/Roos08,
author = {Teemu Roos},
title = {Monte Carlo estimation of minimax regret with an application to {MDL}
model selection},
booktitle = {2008 {IEEE} Information Theory Workshop, {ITW} 2008, Porto, Portugal,
May 5-9, 2008},
pages = {284--288},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ITW.2008.4578670},
doi = {10.1109/ITW.2008.4578670},
timestamp = {Mon, 09 Aug 2021 14:54:02 +0200},
biburl = {https://dblp.org/rec/conf/itw/Roos08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejbsb/RissanenGHMRR07,
author = {Jorma Rissanen and
Peter D. Gr{\"{u}}nwald and
Jukka Heikkonen and
Petri Myllym{\"{a}}ki and
Teemu Roos and
Juho Rousu},
title = {Information Theoretic Methods for Bioinformatics},
journal = {{EURASIP} J. Bioinform. Syst. Biol.},
volume = {2007},
year = {2007},
url = {https://doi.org/10.1155/2007/79128},
doi = {10.1155/2007/79128},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ejbsb/RissanenGHMRR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/RoosHM06,
author = {Teemu Roos and
Tuomas Heikkil{\"{a}} and
Petri Myllym{\"{a}}ki},
editor = {Gerhard Brewka and
Silvia Coradeschi and
Anna Perini and
Paolo Traverso},
title = {A Compression-Based Method for Stemmatic Analysis},
booktitle = {{ECAI} 2006, 17th European Conference on Artificial Intelligence,
August 29 - September 1, 2006, Riva del Garda, Italy, Including Prestigious
Applications of Intelligent Systems {(PAIS} 2006), Proceedings},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {141},
pages = {805--806},
publisher = {{IOS} Press},
year = {2006},
timestamp = {Thu, 12 Feb 2009 12:51:20 +0100},
biburl = {https://dblp.org/rec/conf/ecai/RoosHM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0609138,
author = {Teemu Roos and
Petri Myllym{\"{a}}ki and
Jorma Rissanen},
title = {{MDL} Denoising Revisited},
journal = {CoRR},
volume = {abs/cs/0609138},
year = {2006},
url = {http://arxiv.org/abs/cs/0609138},
eprinttype = {arXiv},
eprint = {cs/0609138},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-cs-0609138.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RoosWGMT05,
author = {Teemu Roos and
Hannes Wettig and
Peter Gr{\"{u}}nwald and
Petri Myllym{\"{a}}ki and
Henry Tirri},
title = {On Discriminative Bayesian Network Classifiers and Logistic Regression},
journal = {Mach. Learn.},
volume = {59},
number = {3},
pages = {267--296},
year = {2005},
url = {https://doi.org/10.1007/s10994-005-0471-6},
doi = {10.1007/S10994-005-0471-6},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/RoosWGMT05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RoosMT05,
author = {Teemu Roos and
Petri Myllym{\"{a}}ki and
Henry Tirri},
editor = {Robert G. Cowell and
Zoubin Ghahramani},
title = {On the Behavior of {MDL} Denoising},
booktitle = {Proceedings of the Tenth International Workshop on Artificial Intelligence
and Statistics, {AISTATS} 2005, Bridgetown, Barbados, January 6-8,
2005},
publisher = {Society for Artificial Intelligence and Statistics},
year = {2005},
url = {http://www.gatsby.ucl.ac.uk/aistats/fullpapers/182.pdf},
timestamp = {Wed, 06 May 2015 20:30:46 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RoosMT05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bnaic/RoosGMT05,
author = {Teemu Roos and
Peter Gr{\"{u}}nwald and
Petri Myllym{\"{a}}ki and
Henry Tirri},
editor = {Katja Verbeeck and
Karl Tuyls and
Ann Now{\'{e}} and
Bernard Manderick and
Bart Kuijpers},
title = {Generalization to Unseen Cases},
booktitle = {{BNAIC} 2005 - Proceedings of the Seventeenth Belgium-Netherlands
Conference on Artificial Intelligence, Brussels, Belgium, October
17-18, 2005},
pages = {194--201},
publisher = {Koninklijke Vlaamse Academie van Belie voor Wetenschappen en Kunsten},
year = {2005},
timestamp = {Thu, 08 Dec 2005 07:17:40 +0100},
biburl = {https://dblp.org/rec/conf/bnaic/RoosGMT05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RoosGMT05,
author = {Teemu Roos and
Peter Gr{\"{u}}nwald and
Petri Myllym{\"{a}}ki and
Henry Tirri},
title = {Generalization to Unseen Cases},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {1129--1136},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/56cb94cb34617aeadff1e79b53f38354-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RoosGMT05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pimrc/KontkanenMRTVW04,
author = {Petri Kontkanen and
Petri Myllym{\"{a}}ki and
Teemu Roos and
Henry Tirri and
Kimmo Valtonen and
Hannes Wettig},
title = {Topics in probabilistic location estimation in wireless networks},
booktitle = {Proceedings of the {IEEE} 15th International Symposium on Personal,
Indoor and Mobile Radio Communications, {PIMRC} 2004, 5-8 September
2004, Barcelona, Spain},
pages = {1052--1056},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/PIMRC.2004.1373859},
doi = {10.1109/PIMRC.2004.1373859},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pimrc/KontkanenMRTVW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WettigGRMT03,
author = {Hannes Wettig and
Peter Gr{\"{u}}nwald and
Teemu Roos and
Petri Myllym{\"{a}}ki and
Henry Tirri},
editor = {Georg Gottlob and
Toby Walsh},
title = {When Discriminative Learning of Bayesian Network Parameters Is Easy},
booktitle = {IJCAI-03, Proceedings of the Eighteenth International Joint Conference
on Artificial Intelligence, Acapulco, Mexico, August 9-15, 2003},
pages = {491--498},
publisher = {Morgan Kaufmann},
year = {2003},
url = {http://ijcai.org/Proceedings/03/Papers/073.pdf},
timestamp = {Tue, 20 Aug 2019 16:18:41 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/WettigGRMT03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijwin/RoosMTMS02,
author = {Teemu Roos and
Petri Myllym{\"{a}}ki and
Henry Tirri and
Pauli Misikangas and
Juha Siev{\"{a}}nen},
title = {A Probabilistic Approach to {WLAN} User Location Estimation},
journal = {Int. J. Wirel. Inf. Networks},
volume = {9},
number = {3},
pages = {155--164},
year = {2002},
url = {https://doi.org/10.1023/A:1016003126882},
doi = {10.1023/A:1016003126882},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijwin/RoosMTMS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmc/RoosMT02,
author = {Teemu Roos and
Petri Myllym{\"{a}}ki and
Henry Tirri},
title = {A Statistical Modeling Approach to Location Estimation},
journal = {{IEEE} Trans. Mob. Comput.},
volume = {1},
number = {1},
pages = {59--69},
year = {2002},
url = {https://doi.org/10.1109/TMC.2002.1011059},
doi = {10.1109/TMC.2002.1011059},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmc/RoosMT02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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