Dissertations / Theses on the topic 'Hyperparameter selection and optimization'
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Ndiaye, Eugene. "Safe optimization algorithms for variable selection and hyperparameter tuning." Thesis, Université Paris-Saclay (ComUE), 2018. http://www.theses.fr/2018SACLT004/document.
Full textThornton, Chris. "Auto-WEKA : combined selection and hyperparameter optimization of supervised machine learning algorithms." Thesis, University of British Columbia, 2014. http://hdl.handle.net/2429/46177.
Full textBertrand, Quentin. "Hyperparameter selection for high dimensional sparse learning : application to neuroimaging." Electronic Thesis or Diss., université Paris-Saclay, 2021. http://www.theses.fr/2021UPASG054.
Full textThomas, Janek [Verfasser], and Bernd [Akademischer Betreuer] Bischl. "Gradient boosting in automatic machine learning: feature selection and hyperparameter optimization / Janek Thomas ; Betreuer: Bernd Bischl." München : Universitätsbibliothek der Ludwig-Maximilians-Universität, 2019. http://d-nb.info/1189584808/34.
Full textNakisa, Bahareh. "Emotion classification using advanced machine learning techniques applied to wearable physiological signals data." Thesis, Queensland University of Technology, 2019. https://eprints.qut.edu.au/129875/9/Bahareh%20Nakisa%20Thesis.pdf.
Full textKlein, Aaron [Verfasser], and Frank [Akademischer Betreuer] Hutter. "Efficient bayesian hyperparameter optimization." Freiburg : Universität, 2020. http://d-nb.info/1214592961/34.
Full textGousseau, Clément. "Hyperparameter Optimization for Convolutional Neural Networks." Thesis, KTH, Skolan för elektroteknik och datavetenskap (EECS), 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-272107.
Full textLévesque, Julien-Charles. "Bayesian hyperparameter optimization : overfitting, ensembles and conditional spaces." Doctoral thesis, Université Laval, 2018. http://hdl.handle.net/20.500.11794/28364.
Full textNygren, Rasmus. "Evaluation of hyperparameter optimization methods for Random Forest classifiers." Thesis, KTH, Skolan för elektroteknik och datavetenskap (EECS), 2021. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-301739.
Full textMatosevic, Antonio. "On Bayesian optimization and its application to hyperparameter tuning." Thesis, Linnéuniversitetet, Institutionen för matematik (MA), 2018. http://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-74962.
Full textSchilling, Nicolas [Verfasser], Lars [Akademischer Betreuer] Schmidt-Thieme, and Frank [Gutachter] Hutter. "Bayesian Hyperparameter Optimization - Relational and Scalable Surrogate Models for Hyperparameter Optimization Across Problem Instances / Nicolas Schilling ; Gutachter: Frank Hutter ; Betreuer: Lars Schmidt-Thieme." Hildesheim : Stiftung Universität Hildesheim, 2019. http://d-nb.info/1199005703/34.
Full textLarsson, Olov. "A Reward-based Algorithm for Hyperparameter Optimization of Neural Networks." Thesis, Karlstads universitet, Institutionen för matematik och datavetenskap (from 2013), 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:kau:diva-78827.
Full textJeggle, Kai. "Scalable Hyperparameter Opimization: Combining Asynchronous Bayesian Optimization With Efficient Budget Allocation." Thesis, KTH, Skolan för elektroteknik och datavetenskap (EECS), 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-280340.
Full textGabere, Musa Nur. "Prediction of antimicrobial peptides using hyperparameter optimized support vector machines." Thesis, University of the Western Cape, 2011. http://etd.uwc.ac.za/index.php?module=etd&action=viewtitle&id=gen8Srv25Nme4_7345_1330684697.
Full textHauser, Kristen. "Hyperparameter Tuning for Reinforcement Learning with Bandits and Off-Policy Sampling." Case Western Reserve University School of Graduate Studies / OhioLINK, 2021. http://rave.ohiolink.edu/etdc/view?acc_num=case1613034993418088.
Full textDenton, Trip Shokoufandeh Ali. "Subset selection using nonlinear optimization /." Philadelphia, Pa. : Drexel University, 2007. http://hdl.handle.net/1860/1763.
Full textClune, Rory P. (Rory Patrick). "Algorithm selection in structural optimization." Thesis, Massachusetts Institute of Technology, 2013. http://hdl.handle.net/1721.1/82832.
Full textSilvestre, Fialho Álvaro Roberto. "Adaptive operator selection for optimization." Paris 11, 2010. http://www.theses.fr/2010PA112292.
Full textKrüger, Franz David, and Mohamad Nabeel. "Hyperparameter Tuning Using Genetic Algorithms : A study of genetic algorithms impact and performance for optimization of ML algorithms." Thesis, Mittuniversitetet, Institutionen för informationssystem och –teknologi, 2021. http://urn.kb.se/resolve?urn=urn:nbn:se:miun:diva-42404.
Full textBardenet, Rémi. "Towards adaptive learning and inference : applications to hyperparameter tuning and astroparticle physics." Thesis, Paris 11, 2012. http://www.theses.fr/2012PA112307.
Full textCarlson, Susan Elizabeth. "Component selection optimization using genetic algorithms." Diss., Georgia Institute of Technology, 1993. http://hdl.handle.net/1853/17886.
Full textWu, Joseph T. (Joseph Tszkei) 1977. "Optimization of influenza vaccine strain selection." Thesis, Massachusetts Institute of Technology, 2003. http://hdl.handle.net/1721.1/29600.
Full textPuhle, Michael. "Bond portfolio optimization." Berlin Heidelberg Springer, 2007. http://d-nb.info/985928115/04.
Full textHugo, AndreÌ. "Environmentally conscious process selection, design and optimization." Thesis, Imperial College London, 2005. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.417505.
Full textHuang, Yu'e. "An optimization of feature selection for classification." Thesis, University of Ulster, 2006. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.428284.
Full textPersson, Mikael. "Cableharness selection for gearboxes using mathematical optimization." Thesis, KTH, Optimeringslära och systemteori, 2017. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-209929.
Full textKlasila, A. (Aleksi). "Mbed OS regression test selection and optimization." Master's thesis, University of Oulu, 2019. http://jultika.oulu.fi/Record/nbnfioulu-201908312830.
Full textShende, Sourabh. "Bayesian Topology Optimization for Efficient Design of Origami Folding Structures." University of Cincinnati / OhioLINK, 2020. http://rave.ohiolink.edu/etdc/view?acc_num=ucin1592170569337763.
Full textMüller, Stephan. "Constrained portfolio optimization /." [S.l.] : [s.n.], 2005. http://aleph.unisg.ch/hsgscan/hm00133325.pdf.
Full textSCHLITTLER, JOAO GABRIEL FELIZARDO S. "PORTFOLIO SELECTION VIA DATA-DRIVEN DISTRIBUTIONALLY ROBUST OPTIMIZATION." PONTIFÍCIA UNIVERSIDADE CATÓLICA DO RIO DE JANEIRO, 2018. http://www.maxwell.vrac.puc-rio.br/Busca_etds.php?strSecao=resultado&nrSeq=36002@1.
Full textYu, Baosheng. "Robust Diversity-Driven Subset Selection in Combinatorial Optimization." Thesis, The University of Sydney, 2019. http://hdl.handle.net/2123/19834.
Full textToy, Ayhan Özgür. "Route, aircraft prioritization and selection for airlift mobility optimization /." Monterey, Calif. : Springfield, Va. : Naval Postgraduate School ; Available from National Technical Information Service, 1996. http://handle.dtic.mil/100.2/ADA326731.
Full textToy, Ayhan Özgür. "Route, aircraft prioritization and selection for airlift mobility optimization." Thesis, Monterey, California. Naval Postgraduate School, 1996. http://hdl.handle.net/10945/8932.
Full textZhernova, P. "Optimization methods for the selection of protective printing complex." Thesis, НТМТ, 2015. http://openarchive.nure.ua/handle/document/8357.
Full textHodges, Clayton Christopher. "Optimization of BMP Selection for Distributed Stormwater Treatment Networks." Diss., Virginia Tech, 2016. http://hdl.handle.net/10919/81698.
Full textOlsson, Sam. "Optimization model for selection of switches at railway stations." Thesis, Linköpings universitet, Tillämpad matematik, 2021. http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-177613.
Full textUjihara, Rintaro. "Multi-objective optimization for model selection in music classification." Thesis, KTH, Optimeringslära och systemteori, 2021. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-298370.
Full textAyoub, Issa. "Multimodal Affective Computing Using Temporal Convolutional Neural Network and Deep Convolutional Neural Networks." Thesis, Université d'Ottawa / University of Ottawa, 2019. http://hdl.handle.net/10393/39337.
Full textBaumgarten, Peter B. "Optimization of United States Marine Corps Officer Career Path Selection." Thesis, Monterey, Calif. : Springfield, Va. : Naval Postgraduate School ; Available from National Technical Information Service, 2000. http://handle.dtic.mil/100.2/ADA381837.
Full textLourens, Mark. "Integer optimization for the selection of a twenty20 cricket team." Thesis, Nelson Mandela Metropolitan University, 2008. http://hdl.handle.net/10948/1000.
Full textFraleigh, Lisa Marie. "Optimal sensor selection and parameter estimation for real-time optimization." Thesis, National Library of Canada = Bibliothèque nationale du Canada, 1999. http://www.collectionscanada.ca/obj/s4/f2/dsk2/ftp01/MQ40050.pdf.
Full textVerdugo, Silva Víctor Ignacio. "Convex and online optimization: Applications to scheduling and selection problems." Tesis, Universidad de Chile, 2018. http://repositorio.uchile.cl/handle/2250/168128.
Full textMeoni, Francesco <1987>. "Modeling, Component Selection and Optimization of Servo-controlled Automatic Machinery." Doctoral thesis, Alma Mater Studiorum - Università di Bologna, 2017. http://amsdottorato.unibo.it/8140/1/Meoni_Francesco_tesi.pdf.
Full textSforza, Eleonora. "Oil from microalgae: species selection, photobioreactor design and process optimization." Doctoral thesis, Università degli studi di Padova, 2012. http://hdl.handle.net/11577/3421970.
Full textSteele, Steven Cory Wyatt. "Optimal Engine Selection and Trajectory Optimization using Genetic Algorithms for Conceptual Design Optimization of Resuable Launch Vehicles." Thesis, Virginia Tech, 2015. http://hdl.handle.net/10919/51771.
Full textZhao, Feng 1992. "Advanced pixel selection and optimization algorithms for Persistent Scatterer Interferometry (PSI)." Doctoral thesis, Universitat Politècnica de Catalunya, 2019. http://hdl.handle.net/10803/668472.
Full textRuan, Tieming. "Selection and optimization of snap-fit features via web-based software." Columbus, Ohio : Ohio State University, 2005. http://rave.ohiolink.edu/etdc/view?acc%5Fnum=osu1133282089.
Full textSremac, Stefan. "A rubric for algorithm selection in optimization of black-box functions." Thesis, University of British Columbia, 2015. http://hdl.handle.net/2429/53956.
Full textMekarapiruk, Wichaya. "Simultaneous optimal parameter selection and dynamic optimization using iterative dynamic programming." Thesis, National Library of Canada = Bibliothèque nationale du Canada, 2001. http://www.collectionscanada.ca/obj/s4/f2/dsk3/ftp04/NQ58926.pdf.
Full textRawat, Waseem. "Optimization of convolutional neural networks for image classification using genetic algorithms and bayesian optimization." Diss., 2018. http://hdl.handle.net/10500/24977.
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