3.4k citations · 3.7k across the 14 of their papers we have counts for
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cs.NE2017★ 51 cited
Unbiasing Truncated Backpropagation Through Time
Corentin Tallec, Yann Ollivier
Truncated Backpropagation Through Time (truncated BPTT) is a widespread method for learning recurrent computational graphs. Truncated BPTT keeps the computational benefits of Backp…
cs.NE2017★ 3 cited
Unbiased Online Recurrent Optimization
Corentin Tallec, Yann Ollivier
The novel Unbiased Online Recurrent Optimization (UORO) algorithm allows for online learning of general recurrent computational graphs such as recurrent network models. It works in…