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Many hyperparameter optimization (HyperOpt) methods assume restricted computing resources and mainly focus on enhancing performance.
Parallel coordinates for visualizing multi-dimensional geometry
Inselberg, A. and Dimsdale, B · 1987
Earlier work this paper cites.
The mnist database of handwritten digits
LeCun, Y · 1998
Earlier work this paper cites.
Imagenet: A large-scale hierarchical image database
Deng, J., Dong, W., Socher, R., Li, L.-J., Li, K., and Fei-Fei, L · 2009
Earlier work this paper cites.
Learning multiple layers of features from tiny images
Krizhevsky, A. and Hinton, G · 2009
Earlier work this paper cites.
Zookeeper: Wait-free coordination for internet-scale systems
Hunt, P., Konar, M., Junqueira, F. P., and Reed, B · 2010
Earlier work this paper cites.
State of the art of parallel coordinates
Heinrich, J. and Weiskopf, D · 2013
Earlier work this paper cites.
Tensorflow: Large-scale machine learning on heterogeneous distributed systems
Abadi, M., Agarwal, A., Barham, P., Brevdo, E., Chen, Z., Citro, C., Corrado, G. S., Davis, A., Dean, J., Devin, M., et al · 2016
Earlier work this paper cites.
Deep residual learning for image recognition
He, K., Zhang, X., Ren, S., and Sun, J · 2016
Earlier work this paper cites.
Squad: 100,000+ questions for machine comprehension of text
Rajpurkar, P., Zhang, J., Lopyrev, K., and Liang, P · 2016
Earlier work this paper cites.
An overview of gradient descent optimization algorithms
Ruder, S · 2016
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Bidirectional attention flow for machine comprehension
Seo, M., Kembhavi, A., Farhadi, A., and Hajishirzi, H · 2016
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Wavenet: A generative model for raw audio
Van Den Oord, A., Dieleman, S., Zen, H., Simonyan, K., Vinyals, O., Graves, A., Kalchbrenner, N., Senior, A. W., and Kavukcuoglu, K · 2016
Cited alongside, same era.
Zagoruyko, S. and Komodakis, N · 2016
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Google vizier: A service for black-box optimization
Golovin, D., Solnik, B., Moitra, S., Kochanski, G., Karro, J., and Sculley, D · 2017
Cited alongside, same era.
Automatic differentiation in pytorch
Paszke, A., Gross, S., Chintala, S., Chanan, G., Yang, E., DeVito, Z., Lin, Z., Desmaison, A., Antiga, L., and Lerer, A · 2017
Later among the works it cites.
Nsml: A machine learning platform that enables you to focus on your models
Sung, N., Kim, M., Jo, H., Yang, Y., Kim, J., Lausen, L., Kim, Y., Lee, G., Kwak, D., Ha, J.-W., et al · 2017
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Attention is all you need
Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A. N., Kaiser, Ł., and Polosukhin, I · 2017
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Random erasing data augmentation
Zhong, Z., Zheng, L., Kang, G., Li, S., and Yang, Y · 2017
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Stargan: Unified generative adversarial networks for multi-domain image-to-image translation
Choi, Y., Choi, M., Kim, M., Ha, J.-W., Kim, S., and Choo, J · 2018
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Deep pyramidal residual networks
Han, D., Kim, J., and Kim, J · 2017
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Population based training of neural networks
Jaderberg, M., Dalibard, V., Osindero, S., Czarnecki, W. M., Donahue, J., Razavi, A., Vinyals, O., Green, T., Dunning, I., Simonyan, K., et al · 2017
Cited alongside, same era.
Hyperband: A novel bandit-based approach to hyperparameter optimization
Li, L., Jamieson, K., DeSalvo, G., Rostamizadeh, A., and Talwalkar, A · 2017
Cited alongside, same era.
Bohb: Robust and efficient hyperparameter optimization at scale
Falkner, S., Klein, A., and Hutter, F · 2018
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Tune: A research platform for distributed model selection and training
Liaw, R., Liang, E., Nishihara, R., Moritz, P., Gonzalez, J. E., and Stoica, I · 2018
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Oríon: ‘
Tsirigotis, C., Bouthillier, X., Corneau-Tremblay, F., Henderson, P., Askari, R., Lavoie-Marchildon, S., Deleu, T., Suhubdy, D., Noukhovitch, M., Bastien, F., et al · 2018
Closest in time.