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@article{DBLP:journals/corr/abs-2402-07322,
author = {Luofeng Liao and
Christian Kroer and
Sergei Leonenkov and
Okke Schrijvers and
Liang Shi and
Nicol{\'{a}}s Stier Moses and
Congshan Zhang},
title = {Interference Among First-Price Pacing Equilibria: {A} Bias and Variance
Analysis},
journal = {CoRR},
volume = {abs/2402.07322},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.07322},
doi = {10.48550/ARXIV.2402.07322},
eprinttype = {arXiv},
eprint = {2402.07322},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-07322.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-14734,
author = {Paolo Bonetti and
Alberto Maria Metelli and
Marcello Restelli},
title = {Interpretable Linear Dimensionality Reduction based on Bias-Variance
Analysis},
journal = {CoRR},
volume = {abs/2303.14734},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.14734},
doi = {10.48550/ARXIV.2303.14734},
eprinttype = {arXiv},
eprint = {2303.14734},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-14734.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adac/SallesRG21,
author = {Thiago Salles and
Leonardo Rocha and
Marcos Andr{\'{e}} Gon{\c{c}}alves},
title = {A bias-variance analysis of state-of-the-art random forest text classifiers},
journal = {Adv. Data Anal. Classif.},
volume = {15},
number = {2},
pages = {379--405},
year = {2021},
url = {https://doi.org/10.1007/s11634-020-00409-4},
doi = {10.1007/S11634-020-00409-4},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/adac/SallesRG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/PennaKB21,
author = {Federico Penna and
Hyukjoon Kwon and
Dongwoon Bai},
title = {Noise Variance Estimation in 5G {NR} Receivers: Bias Analysis and
Compensation},
booktitle = {{IEEE} Global Communications Conference, {GLOBECOM} 2021, Madrid,
Spain, December 7-11, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/GLOBECOM46510.2021.9685289},
doi = {10.1109/GLOBECOM46510.2021.9685289},
timestamp = {Mon, 07 Feb 2022 09:24:07 +0100},
biburl = {https://dblp.org/rec/conf/globecom/PennaKB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-01765,
author = {Cemre Zor and
Terry Windeatt},
title = {A unifying approach on bias and variance analysis for classification},
journal = {CoRR},
volume = {abs/2101.01765},
year = {2021},
url = {https://arxiv.org/abs/2101.01765},
eprinttype = {arXiv},
eprint = {2101.01765},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-01765.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-05015,
author = {Ali Mahmoudzadeh and
Sophia Liu and
Sol Sadeghi and
Paul Luo Li and
Somit Gupta},
title = {Bias Variance Tradeoff in Analysis of Online Controlled Experiments},
journal = {CoRR},
volume = {abs/2009.05015},
year = {2020},
url = {https://arxiv.org/abs/2009.05015},
eprinttype = {arXiv},
eprint = {2009.05015},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-05015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iacr/ValkP19,
author = {Daan van der Valk and
Stjepan Picek},
title = {Bias-variance Decomposition in Machine Learning-based Side-channel
Analysis},
journal = {{IACR} Cryptol. ePrint Arch.},
pages = {570},
year = {2019},
url = {https://eprint.iacr.org/2019/570},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iacr/ValkP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tie/Lin18a,
author = {Xinfan Lin},
title = {Theoretical Analysis of Battery {SOC} Estimation Errors Under Sensor
Bias and Variance},
journal = {{IEEE} Trans. Ind. Electron.},
volume = {65},
number = {9},
pages = {7138--7148},
year = {2018},
url = {https://doi.org/10.1109/TIE.2018.2795521},
doi = {10.1109/TIE.2018.2795521},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tie/Lin18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/TaiebA16,
author = {Souhaib Ben Taieb and
Amir F. Atiya},
title = {A Bias and Variance Analysis for Multistep-Ahead Time Series Forecasting},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {27},
number = {1},
pages = {62--76},
year = {2016},
url = {https://doi.org/10.1109/TNNLS.2015.2411629},
doi = {10.1109/TNNLS.2015.2411629},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/TaiebA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HallakTMM16,
author = {Assaf Hallak and
Aviv Tamar and
R{\'{e}}mi Munos and
Shie Mannor},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Generalized Emphatic Temporal Difference Learning: Bias-Variance Analysis},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {1631--1637},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10227},
doi = {10.1609/AAAI.V30I1.10227},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HallakTMM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HallakTMM15,
author = {Assaf Hallak and
Aviv Tamar and
R{\'{e}}mi Munos and
Shie Mannor},
title = {Generalized Emphatic Temporal Difference Learning: Bias-Variance Analysis},
journal = {CoRR},
volume = {abs/1509.05172},
year = {2015},
url = {http://arxiv.org/abs/1509.05172},
eprinttype = {arXiv},
eprint = {1509.05172},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HallakTMM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/ZhangSWH14,
author = {Peng Zhang and
Dawei Song and
Jun Wang and
Yuexian Hou},
title = {Bias-variance analysis in estimating true query model for information
retrieval},
journal = {Inf. Process. Manag.},
volume = {50},
number = {1},
pages = {199--217},
year = {2014},
url = {https://doi.org/10.1016/j.ipm.2013.08.004},
doi = {10.1016/J.IPM.2013.08.004},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ipm/ZhangSWH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/GreveSFFHBRFK14,
author = {Douglas N. Greve and
Claus Svarer and
Patrick M. Fisher and
Ling Feng and
Adam Espe Hansen and
William F. C. Baar{\'{e}} and
Bruce R. Rosen and
Bruce Fischl and
Gitte Moos Knudsen},
title = {Cortical surface-based analysis reduces bias and variance in kinetic
modeling of brain {PET} data},
journal = {NeuroImage},
volume = {92},
pages = {225--236},
year = {2014},
url = {https://doi.org/10.1016/j.neuroimage.2013.12.021},
doi = {10.1016/J.NEUROIMAGE.2013.12.021},
timestamp = {Thu, 29 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/GreveSFFHBRFK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/popl/0001NA14,
author = {Rahul Sharma and
Aditya V. Nori and
Alex Aiken},
editor = {Suresh Jagannathan and
Peter Sewell},
title = {Bias-variance tradeoffs in program analysis},
booktitle = {The 41st Annual {ACM} {SIGPLAN-SIGACT} Symposium on Principles of
Programming Languages, {POPL} '14, San Diego, CA, USA, January 20-21,
2014},
pages = {127--138},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2535838.2535853},
doi = {10.1145/2535838.2535853},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/popl/0001NA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tog/SubrK13,
author = {Kartic Subr and
Jan Kautz},
title = {Fourier analysis of stochastic sampling strategies for assessing bias
and variance in integration},
journal = {{ACM} Trans. Graph.},
volume = {32},
number = {4},
pages = {128:1--128:12},
year = {2013},
url = {https://doi.org/10.1145/2461912.2462013},
doi = {10.1145/2461912.2462013},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tog/SubrK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/Kamasak13,
author = {Mustafa E. Kamasak},
title = {Bias and variance analysis of {PET} parameters estimated with spatial
regularization},
booktitle = {21st Signal Processing and Communications Applications Conference,
{SIU} 2013, Haspolat, Turkey, April 24-26, 2013},
pages = {1--4},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/SIU.2013.6531226},
doi = {10.1109/SIU.2013.6531226},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/siu/Kamasak13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ShaghaghiV12,
author = {Mahdi Shaghaghi and
Sergiy A. Vorobyov},
title = {Correlogram for undersampled data: Bias and variance analysis},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {3513--3516},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6288674},
doi = {10.1109/ICASSP.2012.6288674},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ShaghaghiV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/AslHSPW12,
author = {Alireza Akhondi Asl and
Arne Hans and
Benoit Scherrer and
Jurriaan M. Peters and
Simon K. Warfield},
title = {Whole brain group network analysis using network bias and variance
parameters},
booktitle = {9th {IEEE} International Symposium on Biomedical Imaging: From Nano
to Macro, {ISBI} 2012, May 2-5, 2012, Barcelona, Spain, Proceedings},
pages = {1511--1514},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ISBI.2012.6235859},
doi = {10.1109/ISBI.2012.6235859},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/AslHSPW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/ZorWY11,
author = {Cemre Zor and
Terry Windeatt and
Berrin A. Yanikoglu},
editor = {Oleg Okun and
Giorgio Valentini and
Matteo R{\'{e}}},
title = {Bias-Variance Analysis of {ECOC} and Bagging Using Neural Nets},
booktitle = {Ensembles in Machine Learning Applications},
series = {Studies in Computational Intelligence},
volume = {373},
pages = {59--73},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-22910-7\_4},
doi = {10.1007/978-3-642-22910-7\_4},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/sci/ZorWY11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1109-5311,
author = {Marina Sapir},
title = {Bias Plus Variance Decomposition for Survival Analysis Problems},
journal = {CoRR},
volume = {abs/1109.5311},
year = {2011},
url = {http://arxiv.org/abs/1109.5311},
eprinttype = {arXiv},
eprint = {1109.5311},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1109-5311.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gfkl/SchiffnerBW10,
author = {Julia Schiffner and
Bernd Bischl and
Claus Weihs},
editor = {Wolfgang Gaul and
Andreas Geyer{-}Schulz and
Lars Schmidt{-}Thieme and
Jonas Kunze},
title = {Bias-Variance Analysis of Local Classification Methods},
booktitle = {Challenges at the Interface of Data Analysis, Computer Science, and
Optimization - Proceedings of the 34th Annual Conference of the Gesellschaft
f{\"{u}}r Klassifikation e. V., Karlsruhe, July 21 - 23, 2010},
series = {Studies in Classification, Data Analysis, and Knowledge Organization},
pages = {49--57},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-24466-7\_6},
doi = {10.1007/978-3-642-24466-7\_6},
timestamp = {Tue, 23 May 2017 01:12:39 +0200},
biburl = {https://dblp.org/rec/conf/gfkl/SchiffnerBW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/SmithW10,
author = {Raymond Stuart Smith and
Terry Windeatt},
title = {A Bias-Variance Analysis of Bootstrapped Class-Separability Weighting
for Error-Correcting Output Code Ensembles},
booktitle = {20th International Conference on Pattern Recognition, {ICPR} 2010,
Istanbul, Turkey, 23-26 August 2010},
pages = {61--64},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICPR.2010.24},
doi = {10.1109/ICPR.2010.24},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/SmithW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/ZhangZS09,
author = {Peng Zhang and
Xingquan Zhu and
Yong Shi},
editor = {Gabrielle Allen and
Jaroslaw Nabrzyski and
Edward Seidel and
G. Dick van Albada and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Bias-Variance Analysis for Ensembling Regularized Multiple Criteria
Linear Programming Models},
booktitle = {Computational Science - {ICCS} 2009, 9th International Conference,
Baton Rouge, LA, USA, May 25-27, 2009, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5545},
pages = {524--533},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01973-9\_59},
doi = {10.1007/978-3-642-01973-9\_59},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/ZhangZS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/SaradhiK08,
author = {V. Vijaya Saradhi and
Harish Karnick},
title = {On the stability and bias-variance analysis of sparse SVMs},
journal = {Neurocomputing},
volume = {72},
number = {1-3},
pages = {659--663},
year = {2008},
url = {https://doi.org/10.1016/j.neucom.2008.05.008},
doi = {10.1016/J.NEUCOM.2008.05.008},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/SaradhiK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jitr/Lodhi08,
author = {Huma Lodhi},
title = {On Bias-Variance Analysis for Probabilistic Logic Models},
journal = {J. Inf. Technol. Res.},
volume = {1},
number = {3},
pages = {27--40},
year = {2008},
url = {https://doi.org/10.4018/jitr.2008070103},
doi = {10.4018/JITR.2008070103},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jitr/Lodhi08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/ZhuSLZ08,
author = {Meihong Zhu and
Yong Shi and
Aihua Li and
Peng Zhang},
title = {A Bias-Variance Analysis of Multiple Criteria Linear Programming Classification
Ensembles},
booktitle = {Proceedings of the 2008 {IEEE/WIC/ACM} International Conference on
Web Intelligence and International Conference on Intelligent Agent
Technology - Workshops, 9-12 December 2008, Sydney, NSW, Australia},
pages = {447--450},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/WIIAT.2008.283},
doi = {10.1109/WIIAT.2008.283},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iat/ZhuSLZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/NazarP07,
author = {Shahrokh Nayeb Nazar and
Ioannis N. Psaromiligkos},
title = {Minimum Variance Channel Estimation in {MC-CDMA} Systems: Bias Analysis
and Cram{\'{e}}r-Rao Bound},
journal = {{IEEE} Trans. Signal Process.},
volume = {55},
number = {6-2},
pages = {3143--3148},
year = {2007},
url = {https://doi.org/10.1109/TSP.2007.893975},
doi = {10.1109/TSP.2007.893975},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/NazarP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/SaradhiK07,
author = {V. Vijaya Saradhi and
Harish Karnick},
editor = {Ziad Kobti and
Dan Wu},
title = {On the Stability and Bias-Variance Analysis of Kernel Matrix Learning},
booktitle = {Advances in Artificial Intelligence, 20th Conference of the Canadian
Society for Computational Studies of Intelligence, Canadian {AI} 2007,
Montreal, Canada, May 28-30, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4509},
pages = {441--451},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72665-4\_38},
doi = {10.1007/978-3-540-72665-4\_38},
timestamp = {Thu, 28 Sep 2023 12:27:08 +0200},
biburl = {https://dblp.org/rec/conf/ai/SaradhiK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/NevilleJ07,
author = {Jennifer Neville and
David D. Jensen},
editor = {Hendrik Blockeel and
Jan Ramon and
Jude W. Shavlik and
Prasad Tadepalli},
title = {Bias/Variance Analysis for Relational Domains},
booktitle = {Inductive Logic Programming, 17th International Conference, {ILP}
2007, Corvallis, OR, USA, June 19-21, 2007, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {4894},
pages = {27--28},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-78469-2\_6},
doi = {10.1007/978-3-540-78469-2\_6},
timestamp = {Thu, 14 Oct 2021 10:29:24 +0200},
biburl = {https://dblp.org/rec/conf/ilp/NevilleJ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aia/MiguelanezZ06,
author = {Emilio Miguela{\~{n}}ez Mart{\'{\i}}n and
Ali M. S. Zalzala},
editor = {Vladan Devedzic},
title = {Swarm Bias-Variance Analysis of an Evolutionary Neural Network Classifier},
booktitle = {{IASTED} International Conference on Artificial Intelligence and Applications,
part of the 24th Multi-Conference on Applied Informatics, Innsbruck,
Austria, February 13-16, 2006},
pages = {256--261},
publisher = {{IASTED/ACTA} Press},
year = {2006},
url = {https://dl.acm.org/doi/10.5555/1166890.1166934},
doi = {10.5555/1166890.1166934},
timestamp = {Wed, 04 May 2022 13:03:25 +0200},
biburl = {https://dblp.org/rec/conf/aia/MiguelanezZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/Valentini05,
author = {Giorgio Valentini},
title = {An experimental bias-variance analysis of {SVM} ensembles based on
resampling techniques},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {35},
number = {6},
pages = {1252--1271},
year = {2005},
url = {https://doi.org/10.1109/TSMCB.2005.850183},
doi = {10.1109/TSMCB.2005.850183},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/Valentini05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ValentiniD04,
author = {Giorgio Valentini and
Thomas G. Dietterich},
title = {Bias-Variance Analysis of Support Vector Machines for the Development
of SVM-Based Ensemble Methods},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {725--775},
year = {2004},
url = {http://jmlr.org/papers/volume5/valentini04a/valentini04a.pdf},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ValentiniD04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PuttenS04,
author = {Peter van der Putten and
Maarten van Someren},
title = {A Bias-Variance Analysis of a Real World Learning Problem: The CoIL
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number = {1-2},
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year = {2004},
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doi = {10.1023/B:MACH.0000035476.95130.99},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/PuttenS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tsp/Stankovic04,
author = {Ljubisa Stankovic},
title = {Performance analysis of the adaptive algorithm for bias-to-variance
tradeoff},
journal = {{IEEE} Trans. Signal Process.},
volume = {52},
number = {5},
pages = {1228--1234},
year = {2004},
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doi = {10.1109/TSP.2004.826179},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/Stankovic04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/mcs/Valentini04,
author = {Giorgio Valentini},
editor = {Fabio Roli and
Josef Kittler and
Terry Windeatt},
title = {Random Aggregated and Bagged Ensembles of SVMs: An Empirical Bias?Variance
Analysis},
booktitle = {Multiple Classifier Systems, 5th International Workshop, {MCS} 2004,
Cagliari, Italy, June 9-11, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3077},
pages = {263--272},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-25966-4\_26},
doi = {10.1007/978-3-540-25966-4\_26},
timestamp = {Wed, 21 Dec 2022 22:29:51 +0100},
biburl = {https://dblp.org/rec/conf/mcs/Valentini04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/it/Valentini03,
author = {Giorgio Valentini},
title = {Ensemble methods based on bias-variance analysis},
school = {University of Genoa, Italy},
year = {2003},
url = {https://opac.bncf.firenze.sbn.it/bncf-prod/resource?uri=BNI0002802},
timestamp = {Wed, 10 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/it/Valentini03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/ValentiniD02,
author = {Giorgio Valentini and
Thomas G. Dietterich},
editor = {Fabio Roli and
Josef Kittler},
title = {Bias-Variance Analysis and Ensembles of {SVM}},
booktitle = {Multiple Classifier Systems, Third International Workshop, {MCS} 2002,
Cagliari, Italy, June 24-26, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2364},
pages = {222--231},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-45428-4\_22},
doi = {10.1007/3-540-45428-4\_22},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/mcs/ValentiniD02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Richard C. Wilson and
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timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cviu/WilsonH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/UsmanHF94,
author = {Mohammad Usman and
Alfred O. Hero III and
Jeffrey A. Fessler},
title = {Bias-Variance Tradeoffs Analysis using Uniform {CR} Bound for Images},
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Texas, USA, November 13-16, 1994},
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publisher = {{IEEE} Computer Society},
year = {1994},
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doi = {10.1109/ICIP.1994.413688},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icip/UsmanHF94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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