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Spearmint

swMATH ID: 17859
Software Authors: Jasper Snoek, Hugo Larochelle, Ryan P. Adams
Description: Spearmint is a software package to perform Bayesian optimization. The Software is designed to automatically run experiments (thus the code name spearmint) in a manner that iteratively adjusts a number of parameters so as to minimize some objective in as few runs as possible.
Homepage: https://github.com/HIPS/Spearmint/tree/PESC
Source Code:  https://github.com/HIPS/Spearmint/tree/PESC
Related Software: SMAC; Hyperopt; EGO; Adam; Auto-WEKA; Hyperband; Scikit; UCI-ml; ImageNet; GitHub; AlexNet; TensorFlow; auto-sklearn; PyTorch; L-BFGS; Keras; CIFAR; PRMLT; ParEGO; BOHB
Cited in: 132 Publications
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Cited by 418 Authors

4 Gutmann, Michael U.
4 Karniadakis, George Em
4 Vehtari, Aki
3 Bischl, Bernd
3 Järvenpää, Marko
3 Lindauer, Marius
3 Marttinen, Pekka
3 Wang, Qihan
3 Wu, Di
2 Alimo, Ryan
2 Ammar, Haitham Bou
2 Archetti, Francesco
2 Bewley, Thomas R.
2 Beyhaghi, Pooriya
2 Candelieri, Antonio
2 Cao, Jian
2 Cowen-Rivers, Alexander I.
2 Deisenroth, Marc Peter
2 Eggensperger, Katharina
2 Frazier, Peter I.
2 Griffiths, Ryan-Rhys
2 Grosnit, Antoine
2 Hoos, Holger H.
2 Hutter, Frank
2 Kotthoff, Lars
2 Lang, Michel
2 Li, Guoyin
2 Misener, Ruth
2 Perego, Riccardo
2 Rahnenführer, Jörg
2 Tutunov, Rasul
2 Wang, Jun
1 Adams, Ryan Prescott
1 Agarwal, Deborah
1 Aggarwal, Charu C.
1 Ahmed, Mohamed Osama
1 Aivaliotis, Georgios
1 Ajanthan, Thalaiyasingam
1 Alaa, Ahmed M.
1 Aldegunde, Manuel
1 Andersen, Michael Riis
1 Andonie, Răzvan
1 Ariafar, Setareh
1 Arora, Bhavna
1 Ashwin Renganathan, S.
1 Ayensa-Jiménez, Jacobo
1 Bachoc, François
1 Bakshy, Eytan
1 Balasubramanian, Krishnakumar
1 Baldi, Pierre
1 Baratchi, Mitra
1 Barreto, Guilherme A.
1 Belakaria, Syrine
1 Bemporad, Alberto
1 Benjamins, Carolin
1 Berg, Carl Fredrik
1 Berk, Lauren
1 Bertsimas, Dimitris John
1 Bian, Jiang
1 Biedenkapp, André
1 Binder, Martin
1 Binding, Adrian
1 Blanchard, Antoine B.
1 Bliek, Laurens
1 Blomberg, Jeanette
1 Bodesheim, Paul
1 Borboudakis, Giorgos
1 Borovitskiĭ, Vyacheslav A.
1 Bostanabad, Ramin
1 Boucher, Jean-Philippe
1 Boulesteix, Anne-Laure Isabeau
1 Boute, Robert N.
1 Braun, Mikio L.
1 Bremer, Peer-Timo
1 Briol, François-Xavier
1 Brooks, Dana H.
1 Brox, Thomas
1 Bui, Thang D.
1 Bunel, Rudy
1 Cai, Hanqin
1 Callan, Tess A.
1 Cartis, Coralia
1 Cecílio, I.
1 Chawshin, Kurdistan
1 Chen, Guang-Yong
1 Chen, Guolong
1 Chen, Jian-Jia
1 Chen, Kuan-Hsun
1 Chen, Wei
1 Chen, Xiaoli
1 Chirico, Michael
1 Choi, Jongeun
1 Choi, Seungjin
1 Cironis, Lukas
1 Clark, Scott C.
1 Coll-Font, Jaume
1 Corander, Jukka
1 Corazza, Marco
1 Couckuyt, Ivo
1 Darcy, Matthieu
...and 318 more Authors
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Cited in 53 Serials

19 Journal of Machine Learning Research (JMLR)
12 Machine Learning
10 Computer Methods in Applied Mechanics and Engineering
9 Journal of Computational Physics
6 Journal of Global Optimization
4 European Journal of Operational Research
4 The Journal of Artificial Intelligence Research (JAIR)
4 Journal of Computational and Graphical Statistics
3 Information Sciences
3 Neural Computation
3 SIAM Journal on Optimization
3 INFORMS Journal on Computing
3 Statistics and Computing
3 Bayesian Analysis
2 Journal of Fluid Mechanics
2 Computational Mechanics
2 Applied Mathematical Modelling
2 Computational Geosciences
2 The Annals of Applied Statistics
1 Artificial Intelligence
1 Physics Letters. A
1 The Annals of Statistics
1 Automatica
1 Operations Research
1 Operations Research Letters
1 Journal of Classification
1 Physica D
1 Optimization
1 Neural Networks
1 European Journal of Applied Mathematics
1 Annals of Operations Research
1 Computational Statistics
1 Journal of Statistical Computation and Simulation
1 Mathematical Programming. Series A. Series B
1 Journal of Nonlinear Science
1 Computational Optimization and Applications
1 International Journal of Computer Vision
1 Annals of Mathematics and Artificial Intelligence
1 Optimization Methods & Software
1 Data Mining and Knowledge Discovery
1 Communications de la Faculté des Sciences de l’Université d’Ankara. Séries A1. Mathematics and Statistics
1 Journal of High Energy Physics
1 Quantitative Finance
1 OR Spectrum
1 North American Actuarial Journal
1 Computational Management Science
1 Optimization Letters
1 SIAM Journal on Imaging Sciences
1 Mathematical Programming Computation
1 EURO Journal on Computational Optimization
1 International Journal of Systems Science. Principles and Applications of Systems and Integration
1 Advances in Data Science and Adaptive Analysis
1 Journal of Membrane Computing

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