Matthew W. Hoffman

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

José Miguel Hernández-Lobato, Matthew W. Hoffman, Zoubin Ghahramani · arXiv (Cornell University) · 2014 · 400 citations · Full text

Computing, Biotechnology, Computer Science +15

Learning to learn by gradient descent by gradient descent

Marcin Andrychowicz, Misha Denil, Sergio Luis Suárez Gómez et al. · arXiv (Cornell University) · 2016 · 344 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Distributed Distributional Deterministic Policy Gradients

Gabriel Barth-Maron, Matthew W. Hoffman, David Budden et al. · arXiv (Cornell University) · 2018 · 285 citations · Full text

Computing, Autonomous Systems, Computer Science +17

Learning to Learn without Gradient Descent by Gradient Descent

Yutian Chen, Matthew W. Hoffman, Sergio Gómez Colmenarejo et al. · arXiv (Cornell University) · 2016 · 162 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Learned Optimizers that Scale and Generalize

Olga Wichrowska, Niru Maheswaranathan, Matthew W. Hoffman et al. · arXiv (Cornell University) · 2017 · 115 citations · Full text

Computing, Computer Science, Artificial Intelligence +16