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  • Search: subject:"hyperparameter"
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Year of publication
Subject
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Artificial intelligence 16 Forecasting model 16 Künstliche Intelligenz 16 Prognoseverfahren 16 Theorie 16 Theory 16 Mathematical programming 10 Mathematische Optimierung 10 Neural networks 10 Neuronale Netze 10 Hyperparameter optimization 6 Hyperparameter tuning 6 Machine learning 6 Algorithm 5 Algorithmus 5 Estimation theory 5 Schätztheorie 5 Hyperparameter 4 Learning process 4 Lernprozess 4 hyperparameter 4 localized bandwidth 4 European Monetary Union 3 Hyperparameter selection 3 Mustererkennung 3 Pattern recognition 3 Risiko 3 Risk 3 TVP-FAVAR 3 Time series analysis 3 Zeitreihenanalyse 3 hyperparameter tuning 3 machine learning 3 Automated machine learning 2 Automl 2 Bayesian weak merging 2 Bilevel optimization 2 Blackbox optimization (BBO) 2 Classification 2 Compound experiments 2
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Online availability
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Free 24 Undetermined 20 CC license 5
Type of publication
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Article 36 Book / Working Paper 11
Type of publication (narrower categories)
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Article in journal 25 Aufsatz in Zeitschrift 25 Working Paper 8 Arbeitspapier 7 Graue Literatur 7 Non-commercial literature 7 Article 4 Aufsatz im Buch 1 Book section 1 research-article 1
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Language
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English 39 Undetermined 8
Author
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Cheng, Tingting 4 Gao, Jiti 4 Zhang, Xibin 4 Prüser, Jan 3 Schlösser, Alexander 3 Castaño, Fernando 2 Cruz, Yarens J. 2 Czasonis, Megan 2 Haber, Rodolfo E. 2 Kritzman, Mark 2 Lakhmiri, Dounia 2 Le Digabel, Sébastien 2 Petrone, Sonia 2 Rivas, Marcelino 2 Rizzelli, Stefano 2 Rousseau, Judith 2 Scricciolo, Catia 2 Turkington, David 2 Villalonga, Alberto 2 Abdeslam, Djaffar Ould 1 Ahamed, Jameel 1 Al-Essa, Lulwah M. 1 Bachoc, François 1 Balesdent, Mathieu 1 Buczak, Philip 1 Chen, Kai 1 Chishti, Mohammad Ahsan 1 Corredera, Alberto 1 Cuomo, Salvatore 1 Demirhan, Haydar 1 Durrani, Tariq S. 1 El Moursi, Mohamed Shawky 1 El-Dakhakhni, Wael 1 El-Fouly, Tarek H. M. 1 Ezzeldin, Mohamed 1 Fahad, Nur Mohammad 1 Fan, Tsai-Hung 1 Gerling, Alexander 1 Gkonis, Vasileios 1 Gondia, Ahmed 1
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Institution
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Department of Econometrics and Business Statistics, Monash Business School 2 Université Paris-Dauphine (Paris IX) 1
Published in...
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Computational Statistics & Data Analysis 2 Journal of forecasting 2 Monash Econometrics and Business Statistics Working Papers 2 Operations research forum 2 Working paper / Department of Econometrics and Business Statistics, Monash University 2 AStA Advances in Statistical Analysis 1 Annals of the Institute of Statistical Mathematics 1 Computers & operations research : an international journal 1 EURO journal on computational optimization 1 Economics Papers from University Paris Dauphine 1 Empirical economics : a journal of the Institute for Advanced Studies, Vienna, Austria 1 Energy strategy reviews 1 European journal of operational research : EJOR 1 Industrial Robot: the international journal of robotics research and application 1 Journal of Intelligent Manufacturing 1 Journal of Multivariate Analysis 1 Journal of business & economic statistics : JBES ; a publication of the American Statistical Association 1 Journal of investment management : JOIM 1 Journal of quantitative economics 1 Les cahiers du GERAD 1 Logistics 1 METRON 1 Machine Learning Technologies on Energy Economics and Finance : Energy and Sustainable Analytics, Volume 1 1 Manufacturing & service operations management : M & SOM 1 Mathematical methods of operations research : ZOR 1 Operations Research Forum 1 Operations Research Perspectives 1 Operations research letters : a journal of INFORMS devoted to the rapid publication of concise contributions in operations research 1 Operations research perspectives 1 Pacific-Basin finance journal 1 Research paper 1 Risks : open access journal 1 Ruhr Economic Papers 1 Ruhr economic papers 1 Sloan working papers 1 Sustainable manufacturing and service economics 1 Technological forecasting & social change : an international journal 1 The journal of risk model validation 1 The review of socionetwork strategies 1 Working papers 1
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Source
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ECONIS (ZBW) 33 RePEc 8 EconStor 5 Other ZBW resources 1
Showing 31 - 40 of 47
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Towards a scalable anomaly detection with pseudo-optimal hyperparameters
Vanhoeyveld, Jellis; Martens, David - 2018
Persistent link: https://www.econbiz.de/10012243143
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The effects of economic policy uncertainty on European economies : evidence from a TVP-FAVAR
Prüser, Jan; Schlösser, Alexander - 2017
Recent events such as the financial and sovereign debt crisis have triggered an increase in European Economic Policy Uncertainty (EPU). We use a TVP-FAVAR model with hierarchical priors on the hyperparameters to investigate the effect of EPU on a wide range of macroeconomic variables for eleven...
Persistent link: https://www.econbiz.de/10011700808
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The effects of economic policy uncertainty on European economies: Evidence from a TVP-FAVAR
Prüser, Jan; Schlösser, Alexander - 2017
Recent events such as the financial and sovereign debt crisis have triggered an increase in European Economic Policy Uncertainty (EPU). We use a TVP-FAVAR model with hierarchical priors on the hyperparameters to investigate the effect of EPU on a wide range of macroeconomic variables for eleven...
Persistent link: https://www.econbiz.de/10011701315
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Forecasting in big data environments : an adaptable and automated shrinkage estimation of neural networks (AAShNet)
Habibnia, Ali; Maasoumi, Esfandiar - In: Journal of quantitative economics 19 (2021), pp. 363-381
Persistent link: https://www.econbiz.de/10013441731
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The effects of economic policy uncertainty on European economies : evidence from a TVP-FAVAR
Prüser, Jan; Schlösser, Alexander - In: Empirical economics : a journal of the Institute for … 58 (2020) 6, pp. 2889-2910
Persistent link: https://www.econbiz.de/10012257371
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Hyper-parameter optimization for support vector machines using stochastic gradient descent and dual coordinate descent
Jiang, Wei; Siddiqui, Sauleh - In: EURO journal on computational optimization 8 (2020) 1, pp. 85-101
Persistent link: https://www.econbiz.de/10012803807
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Semiparametric localized bandwidth selection in Kernel density estimation
Cheng, Tingting; Gao, Jiti; Zhang, Xibin - 2014
Persistent link: https://www.econbiz.de/10011780647
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Semiparametric localized bandwidth selection in Kernel density estimation
Cheng, Tingting; Gao, Jiti; Zhang, Xibin - 2014 - Revised 14, 14
Persistent link: https://www.econbiz.de/10011780648
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Semiparametric Localized Bandwidth Selection in Kernel Density Estimation
Cheng, Tingting; Gao, Jiti; Zhang, Xibin - Department of Econometrics and Business Statistics, … - 2014
sampling-based likelihood approach to hyperparameter estimation. Monte Carlo simulation studies show that the proposed … hyperparameter estimation method works very well, and that the proposed bandwidth estimator outperforms its competitors. Applications …
Persistent link: https://www.econbiz.de/10010958940
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Semiparametric Localized Bandwidth Selection for Kernel Density Estimation
Cheng, Tingting; Gao, Jiti; Zhang, Xibin - Department of Econometrics and Business Statistics, … - 2014
Since conventional cross–validation bandwidth selection methods don’t work for the case where the data considered are dependent time series, alternative bandwidth selection methods are needed. In recent years, Bayesian based global bandwidth selection methods have been proposed....
Persistent link: https://www.econbiz.de/10011141017
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