Optimasi hiperparameter (Indonesian Wikipedia)

Analysis of information sources in references of the Wikipedia article "Optimasi hiperparameter" in Indonesian language version.

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arxiv.org

  • Claesen, Marc; Moor, Bart De (2015). "Hyperparameter Search in Machine Learning". MIC 2015: The XI Metaheuristics International Conference. 14: 1–5. arXiv:1502.02127.
  • Ziyu, Wang; Frank, Hutter; Masrour, Zoghi; David, Matheson; Nando, de Feitas (2016). "Bayesian Optimization in a Billion Dimensions via Random Embeddings". Journal of Artificial Intelligence Research (dalam bahasa Inggris). 55: 361–387. arXiv:1301.1942. doi:10.1613/jair.4806.
  • Snoek, Jasper; Larochelle, Hugo; Adams, Ryan (2012). "Practical Bayesian Optimization of Machine Learning Algorithms" (PDF). Advances in Neural Information Processing Systems. arXiv:1206.2944. Bibcode:2012arXiv1206.2944S.
  • Thornton, Chris; Hutter, Frank; Hoos, Holger; Leyton-Brown, Kevin (2013). "Auto-WEKA: Combined selection and hyperparameter optimization of classification algorithms" (PDF). Knowledge Discovery and Data Mining. arXiv:1208.3719. Bibcode:2012arXiv1208.3719T.
  • Franceschi, Luca; Donini, Michele; Frasconi, Paolo; Pontil, Massimiliano (2017). "Forward and Reverse Gradient-Based Hyperparameter Optimization" (PDF). Proceedings of the 34th International Conference on Machine Learning. arXiv:1703.01785. Bibcode:2017arXiv170301785F.
  • Shaban, A., Cheng, C. A., Hatch, N., & Boots, B. (2019, April). Truncated back-propagation for bilevel optimization. In The 22nd International Conference on Artificial Intelligence and Statistics (pp. 1723-1732). PMLR.
  • Lorraine, J., Vicol, P., & Duvenaud, D. (2018). Optimizing Millions of Hyperparameters by Implicit Differentiation. arXiv preprint arXiv:1911.02590.
  • Lorraine, J., & Duvenaud, D. (2018). Stochastic hyperparameter optimization through hypernetworks. arXiv preprint arXiv:1802.09419.
  • MacKay, M., Vicol, P., Lorraine, J., Duvenaud, D., & Grosse, R. (2019). Self-tuning networks: Bilevel optimization of hyperparameters using structured best-response functions. arXiv preprint arXiv:1903.03088.
  • Bae, J., & Grosse, R. B. (2020). Delta-stn: Efficient bilevel optimization for neural networks using structured response jacobians. Advances in Neural Information Processing Systems, 33, 21725-21737.
  • Liu, H., Simonyan, K., & Yang, Y. (2018). Darts: Differentiable architecture search. arXiv preprint arXiv:1806.09055.
  • Li, Ang; Spyra, Ola; Perel, Sagi; Dalibard, Valentin; Jaderberg, Max; Gu, Chenjie; Budden, David; Harley, Tim et al. (2019-02-05). "A Generalized Framework for Population Based Training". arΧiv:1902.01894 [cs.AI]. 
  • Jamieson, Kevin; Talwalkar, Ameet (2015-02-27). "Non-stochastic Best Arm Identification and Hyperparameter Optimization". arΧiv:1502.07943 [cs.LG]. 
  • Li, Liam; Jamieson, Kevin; Rostamizadeh, Afshin; Gonina, Ekaterina; Hardt, Moritz; Recht, Benjamin; Talwalkar, Ameet (2020-03-16). "A System for Massively Parallel Hyperparameter Tuning". arΧiv:1810.05934v5 [cs.LG]. 
  • Li, Lisha; Jamieson, Kevin; DeSalvo, Giulia; Rostamizadeh, Afshin; Talwalkar, Ameet (2020-03-16). "Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization". Journal of Machine Learning Research. 18: 1–52. arXiv:1603.06560.
  • Diaz, Gonzalo; Fokoue, Achille; Nannicini, Giacomo; Samulowitz, Horst (2017). "An effective algorithm for hyperparameter optimization of neural networks". arΧiv:1705.08520 [cs.AI]. 
  • Hazan, Elad; Klivans, Adam; Yuan, Yang (2017). "Hyperparameter Optimization: A Spectral Approach". arΧiv:1706.00764 [cs.LG]. 

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