Dami Choi

On Empirical Comparisons of Optimizers for Deep Learning

Dami Choi, Christopher J. Shallue, Zachary Nado et al. · arXiv (Cornell University) · 2019 · 188 citations · Full text

Computing, Computer Science, Artificial Intelligence +12

Backpropagation through the Void: Optimizing control variates for black-box gradient estimation

Will Grathwohl, Dami Choi, Yuhuai Wu et al. · arXiv (Cornell University) · 2017 · 100 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Faster Neural Network Training with Data Echoing

Dami Choi, Alexandre Passos, Christopher J. Shallue et al. · arXiv (Cornell University) · 2019 · 33 citations · Full text

Computing, Computer Engineering, Computer Science +17

Guided evolutionary strategies: Augmenting random search with surrogate gradients

Niru Maheswaranathan, Luke Metz, George Tucker et al. · arXiv (Cornell University) · 2018 · 26 citations · Full text

Computing, Computer Science, Algorithms +16

Gradient Estimation with Stochastic Softmax Tricks

Max B. Paulus, Dami Choi, Daniel Tarlow et al. · arXiv (Cornell University) · 2020 · 24 citations · Full text

Computing, Computer Science, Machine Learning +11