2k citations · 7.2k across the 38 of their papers we have counts for
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cs.AI2012★ 3 cited
Efficient Natural Evolution Strategies
Yi Sun, Daan Wierstra, Tom Schaul +1
Efficient Natural Evolution Strategies (eNES) is a novel alternative to conventional evolutionary algorithms, using the natural gradient to adapt the mutation distribution. Unlike…
stat.ML2012★ 289 cited
No More Pesky Learning Rates
Tom Schaul, Sixin Zhang, Yann LeCun
The performance of stochastic gradient descent (SGD) depends critically on how learning rates are tuned and decreased over time. We propose a method to automatically adjust multipl…