98 citations · 107 across the 2 of their papers we have counts for
2 papers
cs.LG2019★ 9 cited
Efficient Optimization of Loops and Limits with Randomized Telescoping Sums
Alex Beatson, Ryan P. Adams
We consider optimization problems in which the objective requires an inner loop with many steps or is the limit of a sequence of increasingly costly approximations. Meta-learning,…
cs.LG2017★ 98 cited
Continual Learning in Generative Adversarial Nets
Ari Seff, Alex Beatson, Daniel Suo +1
Developments in deep generative models have allowed for tractable learning of high-dimensional data distributions. While the employed learning procedures typically assume that trai…