36 citations · 74 across the 6 of their papers we have counts for
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stat.ML2017★ 30 cited
Forward Thinking: Building and Training Neural Networks One Layer at a Time
Chris Hettinger, Tanner Christensen, Ben Ehlert +3
We present a general framework for training deep neural networks without backpropagation. This substantially decreases training time and also allows for construction of deep networ…
stat.ML2017★ 36 cited
Forward Thinking: Building Deep Random Forests
Kevin Miller, Chris Hettinger, Jeffrey Humpherys +2
The success of deep neural networks has inspired many to wonder whether other learners could benefit from deep, layered architectures. We present a general framework called forward…