On Modulating the Gradient for Meta-learning

Author:

Simon Christian,Koniusz Piotr,Nock Richard,Harandi Mehrtash

Publisher

Springer International Publishing

Reference45 articles.

1. Al-Shedivat, M., Bansal, T., Burda, Y., Sutskever, I., Mordatch, I., Abbeel, P.: Continuous adaptation via meta-learning in nonstationary and competitive environments. In: International Conference on Learning Representations (2018)

2. Andrychowicz, M., et al.: Learning to learn by gradient descent by gradient descent. In: Advances in Neural Information Processing Systems (2016)

3. Antoniou, A., Edwards, H., Storkey, A.: How to train your MAML. In: International Conference on Learning Representations (2019)

4. Antoniou, A., Storkey, A.J.: Learning to learn by self-critique. In: Advances in Neural Information Processing Systems, pp. 9936–9946 (2019)

5. Balcan, M.F., Khodak, M., Talwalkar, A.: Provable guarantees for gradient-based meta-learning. In: International Conference on Machine Learning, pp. 424–433 (2019)

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