Hoffman, Matthew W.

Learning to learn by gradient descent by gradient descent

Andrychowicz, M., Denil, M., Gomez, S., Hoffman, M. W., Pfau, D., Schaul, T., Shillingford, B., & de Freitas, N. (2016) · arXiv

Stochastic Gradient Optimization TechniquesNeural Networks and Applications

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Predictive Entropy Search for Efficient Global Optimization of Black-box Functions

Hernández-Lobato, J. M., Hoffman, M. W., & Ghahramani, Z. (2014) · arXiv

Advanced Bandit Algorithms ResearchAdvanced Multi-Objective Optimization Algorithms

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